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@phdthesis{DBLP:phd/basesearch/Xu25,
author = {Jing Xu},
title = {Connecting the dots: Exploring backdoor attacks on graph neural networks},
school = {Delft University of Technology, Netherlands},
year = {2025}
}
@article{DBLP:journals/access/Huang25,
author = {Yong Huang},
title = {Multimedia Tasks-Oriented Edge Computing Offloading Scheme Based on
Graph Neural Network in Vehicular Networks},
journal = {{IEEE} Access},
volume = {13},
pages = {9780--9791},
year = {2025}
}
@article{DBLP:journals/access/MengXLZC25,
author = {Xianzheng Meng and
Changrong Xie and
Hui Li and
Guangjun Zeng and
Kebin Chen},
title = {Research on Optimization of Large-Scale Heterogeneous Combat Network
Based on Graph Embedding},
journal = {{IEEE} Access},
volume = {13},
pages = {5773--5784},
year = {2025}
}
@article{DBLP:journals/access/ShaoWJCW25,
author = {Zhouhang Shao and
Xuran Wang and
Enkai Ji and
Shiyang Chen and
Jin Wang},
title = {{GNN-EADD:} Graph Neural Network-Based E-Commerce Anomaly Detection
via Dual-Stage Learning},
journal = {{IEEE} Access},
volume = {13},
pages = {8963--8976},
year = {2025}
}
@article{DBLP:journals/access/TarabekM25,
author = {Peter Tar{\'{a}}bek and
D{\'{a}}vid Matis},
title = {Exploration Degree Bias: The Hidden Influence of Node Degree in Graph
Neural Network-Based Reinforcement Learning},
journal = {{IEEE} Access},
volume = {13},
pages = {10746--10757},
year = {2025}
}
@article{DBLP:journals/access/YangGD25,
author = {Jing Yang and
Hu Gao and
Depeng Dang},
title = {Latent Graph Induction Networks and Dependency Graph Networks for
Events Detection},
journal = {{IEEE} Access},
volume = {13},
pages = {10713--10723},
year = {2025}
}
@article{DBLP:journals/access/YangXSL25,
author = {Peisheng Yang and
Xiaohua Xu and
Meilan Shao and
Yewei Liu},
title = {Intelligent Prediction of Flood Disaster Risk Levels Based on Knowledge
Graph and Graph Neural Networks},
journal = {{IEEE} Access},
volume = {13},
pages = {8416--8424},
year = {2025}
}
@article{DBLP:journals/access/ZhangL25,
author = {Jingyu Zhang and
Yang Li},
title = {{SL-GCNN:} {A} Graph Convolutional Neural Network for Granular Human
Motion Recognition},
journal = {{IEEE} Access},
volume = {13},
pages = {12373--12387},
year = {2025}
}
@article{DBLP:journals/aei/DingZZLW25,
author = {Pengfei Ding and
Jie Zhang and
Peng Zhang and
Youlong Lv and
Dexian Wang},
title = {A stacked graph neural network with self-exciting process for robotic
cognitive strategy reasoning in proactive human-robot collaborative
assembly},
journal = {Adv. Eng. Informatics},
volume = {63},
pages = {102957},
year = {2025}
}
@article{DBLP:journals/aei/ZuoZLCDZ25,
author = {Liling Zuo and
Jie Zhang and
Youlong Lyu and
Yiqing Chen and
Lei Diao and
Zhijun Zhang},
title = {Multi-graph attention temporal convolutional network-based radius
prediction in three-roller bending of thin-walled parts},
journal = {Adv. Eng. Informatics},
volume = {63},
pages = {102940},
year = {2025}
}
@article{DBLP:journals/amc/HuangCCH25,
author = {Xianbin Huang and
Liming Chen and
Wangyong Chen and
Yao Hu},
title = {Change point detection in temporal networks based on graph snapshot
similarity measures},
journal = {Appl. Math. Comput.},
volume = {489},
pages = {129165},
year = {2025}
}
@article{DBLP:journals/apin/BiLG25,
author = {Kejun Bi and
Chuanjie Liu and
Bing Guo},
title = {Enterprise risk assessment model based on graph attention networks},
journal = {Appl. Intell.},
volume = {55},
number = {3},
pages = {229},
year = {2025}
}
@article{DBLP:journals/apin/CuiS25,
author = {Wei Cui and
Mingsheng Shang},
title = {{MIGCL:} Fake news detection with multimodal interaction and graph
contrastive learning networks},
journal = {Appl. Intell.},
volume = {55},
number = {1},
pages = {78},
year = {2025}
}
@article{DBLP:journals/apin/GaoPYHYTL25,
author = {Xiaoyong Gao and
Diao Peng and
Yixu Yang and
Fuyu Huang and
Yu Yuan and
Chaodong Tan and
Feifei Li},
title = {Two-stage graph attention networks and Q-learning based maintenance
tasks scheduling},
journal = {Appl. Intell.},
volume = {55},
number = {5},
pages = {331},
year = {2025}
}
@article{DBLP:journals/apin/HssayniBJE25,
author = {El houssaine Hssayni and
Ali Boufssasse and
Nour{-}Eddine Joudar and
Mohamed Ettaouil},
title = {Novel dropout approach for mitigating over-smoothing in graph neural
networks},
journal = {Appl. Intell.},
volume = {55},
number = {5},
pages = {354},
year = {2025}
}
@article{DBLP:journals/apin/LaiZCZLL25,
author = {Xiaochen Lai and
Zheng Zhang and
Hui Chen and
Liyong Zhang and
Zhuohan Li and
Wei Lu},
title = {Tracking-removed neural network with graph information for classification
of incomplete data},
journal = {Appl. Intell.},
volume = {55},
number = {3},
pages = {256},
year = {2025}
}
@article{DBLP:journals/apin/LiZH25,
author = {Zhiyuan Li and
Ying{-}Yi Zhou and
Enhan He},
title = {GraphSense: a self-aware dynamic graph learning networks for graph
data over internet},
journal = {Appl. Intell.},
volume = {55},
number = {1},
pages = {41},
year = {2025}
}
@article{DBLP:journals/apin/MaLGJL25,
author = {Yinglong Ma and
Xiaofeng Liu and
Chenqi Guo and
Beihong Jin and
Huili Liu},
title = {KnowGNN: a knowledge-aware and structure-sensitive model-level explainer
for graph neural networks},
journal = {Appl. Intell.},
volume = {55},
number = {2},
pages = {126},
year = {2025}
}
@article{DBLP:journals/apin/ParkCS25,
author = {Minhoi Park and
Rakwoo Chang and
Kyungwoo Song},
title = {Correction to: Dirichlet stochastic weights averaging for graph neural
networks},
journal = {Appl. Intell.},
volume = {55},
number = {2},
pages = {93},
year = {2025}
}
@article{DBLP:journals/apin/QianZLZ25,
author = {Lipeng Qian and
Qiong Zuo and
Haiguang Liu and
Hong Zhu},
title = {Multivariate time series classification based on spatial-temporal
attention dynamic graph neural network},
journal = {Appl. Intell.},
volume = {55},
number = {2},
pages = {115},
year = {2025}
}
@article{DBLP:journals/apin/SuLYFH25,
author = {Hailong Su and
Zhipeng Li and
Chang{-}An Yuan and
Vladimir F. Filaretov and
De{-}Shuang Huang},
title = {Variational graph neural network with diffusion prior for link prediction},
journal = {Appl. Intell.},
volume = {55},
number = {2},
pages = {90},
year = {2025}
}
@article{DBLP:journals/apin/SunKLD25,
author = {Hongmin Sun and
Ao Kan and
Jianhao Liu and
Wei Du},
title = {HG-search: multi-stage search for heterogeneous graph neural networks},
journal = {Appl. Intell.},
volume = {55},
number = {1},
pages = {6},
year = {2025}
}
@article{DBLP:journals/apin/VermaKS25,
author = {Sharad Verma and
Ashish Kumar and
Aditi Sharan},
title = {{WRGAT-PTBERT:} weighted relational graph attention network over post-trained
{BERT} for aspect based sentiment analysis},
journal = {Appl. Intell.},
volume = {55},
number = {2},
pages = {181},
year = {2025}
}
@article{DBLP:journals/apin/WangCZ25,
author = {Shuo Wang and
Shuxu Chen and
Zhaoqian Zhong},
title = {Global and local information-aware relational graph convolutional
network for temporal knowledge graph completion},
journal = {Appl. Intell.},
volume = {55},
number = {2},
pages = {125},
year = {2025}
}
@article{DBLP:journals/apin/WangLZ25,
author = {Ruidong Wang and
Chao Li and
Zhongying Zhao},
title = {Towards user-specific multimodal recommendation via cross-modal attention-enhanced
graph convolution network},
journal = {Appl. Intell.},
volume = {55},
number = {1},
pages = {2},
year = {2025}
}
@article{DBLP:journals/apin/WangXWWD25,
author = {Yupeng Wang and
Can Xu and
Yongli Wang and
Xiaoli Wang and
Weiping Ding},
title = {Graph-in-graph discriminative feature enhancement network for fine-grained
visual classification},
journal = {Appl. Intell.},
volume = {55},
number = {1},
pages = {22},
year = {2025}
}
@article{DBLP:journals/apin/XuGLBC25,
author = {Huan Xu and
Yan Gao and
Quanle Liu and
Mei Bie and
Xiangjiu Che},
title = {A multi-relational neighbors constructed graph neural network for
heterophily graph learning},
journal = {Appl. Intell.},
volume = {55},
number = {1},
pages = {13},
year = {2025}
}
@article{DBLP:journals/apin/XuRZC25,
author = {Guoshun Xu and
Guozheng Rao and
Li Zhang and
Qing Cong},
title = {Entity-relation aggregation mechanism graph neural network for knowledge
graph embedding},
journal = {Appl. Intell.},
volume = {55},
number = {1},
pages = {43},
year = {2025}
}
@article{DBLP:journals/apin/ZhangHZX25,
author = {Yan Zhang and
Qingbo Hao and
Wenguang Zheng and
Yingyuan Xiao},
title = {User similarity-based graph convolutional neural network for shilling
attack detection},
journal = {Appl. Intell.},
volume = {55},
number = {5},
pages = {340},
year = {2025}
}
@article{DBLP:journals/apin/ZhangWJ25,
author = {Haoyu Zhang and
Daoli Wang and
Xuchu Jiang},
title = {CrossGFA: wind power prediction with a multi-scale cross-graph network
via a Frequency-Enhanced Channel attention mechanism},
journal = {Appl. Intell.},
volume = {55},
number = {1},
pages = {48},
year = {2025}
}
@article{DBLP:journals/artmed/NingWZSJWY25,
author = {Qiao Ning and
Yue Wang and
Yaomiao Zhao and
Jiahao Sun and
Lu Jiang and
Kaidi Wang and
Minghao Yin},
title = {{DMHGNN:} Double multi-view heterogeneous graph neural network framework
for drug-target interaction prediction},
journal = {Artif. Intell. Medicine},
volume = {159},
pages = {103023},
year = {2025}
}
@article{DBLP:journals/asc/Ghosh25,
author = {Smarajit Ghosh},
title = {Network traffic analysis based on cybersecurity intrusion detection
through an effective Automated Separate Guided Attention Federated
Graph Neural Network},
journal = {Appl. Soft Comput.},
volume = {169},
pages = {112603},
year = {2025}
}
@article{DBLP:journals/asc/GuoGTHW25,
author = {Feng Guo and
Zhaoxia Guo and
Haifan Tang and
Tao Huang and
Youkai Wu},
title = {A multi-gated deep graph network with attention mechanisms for taxi
demand prediction},
journal = {Appl. Soft Comput.},
volume = {169},
pages = {112582},
year = {2025}
}
@article{DBLP:journals/asc/TangWLYFHM25,
author = {Xiaochuan Tang and
Yu Wang and
Xin Liu and
Xiaojun Yuan and
Chao Fan and
Yanmei Hu and
Qiang Miao},
title = {Federated graph neural network for privacy-preserved supply chain
data sharing},
journal = {Appl. Soft Comput.},
volume = {168},
pages = {112475},
year = {2025}
}
@article{DBLP:journals/asc/WangZSLCZ25,
author = {Xiaofeng Wang and
Zengjie Zhang and
Guodong Shen and
Shuaiming Lai and
Yuntao Chen and
Shuailei Zhu},
title = {Multi-view knowledge graph convolutional networks for recommendation},
journal = {Appl. Soft Comput.},
volume = {169},
pages = {112633},
year = {2025}
}
@article{DBLP:journals/ase/YuXWCCY25,
author = {Dongjin Yu and
Yihang Xu and
Lehui Weng and
Jie Chen and
Xin Chen and
Quanxin Yang},
title = {Efficient feature envy detection and refactoring based on graph neural
network},
journal = {Autom. Softw. Eng.},
volume = {32},
number = {1},
pages = {7},
year = {2025}
}
@article{DBLP:journals/bmcbi/LiZLLC25,
author = {Jianwei Li and
Xukun Zhang and
Bing Li and
Ziyu Li and
Zhenzhen Chen},
title = {{MDFGNN-SMMA:} prediction of potential small molecule-miRNA associations
based on multi-source data fusion and graph neural networks},
journal = {{BMC} Bioinform.},
volume = {26},
number = {1},
pages = {13},
year = {2025}
}
@article{DBLP:journals/bmcbi/SaeedXAFAAR25,
author = {Dhekra Saeed and
Huanlai Xing and
Barakat AlBadani and
Li Feng and
Raeed Al{-}Sabri and
Monir Abdullah and
Amir Rehman},
title = {{MGATAF:} multi-channel graph attention network with adaptive fusion
for cancer-drug response prediction},
journal = {{BMC} Bioinform.},
volume = {26},
number = {1},
pages = {19},
year = {2025}
}
@article{DBLP:journals/bmcbi/TianWZLZY25,
author = {Leixia Tian and
Qi Wang and
Zhiheng Zhou and
Xiya Liu and
Ming Zhang and
Guiying Yan},
title = {Predicting drug combination side effects based on a metapath-based
heterogeneous graph neural network},
journal = {{BMC} Bioinform.},
volume = {26},
number = {1},
pages = {16},
year = {2025}
}
@article{DBLP:journals/bmcbi/YangLWCZW25,
author = {Guang Yang and
Yinbo Liu and
Sijian Wen and
Wenxi Chen and
Xiaolei Zhu and
Yongmei Wang},
title = {{DTI-MHAPR:} optimized drug-target interaction prediction via PCA-enhanced
features and heterogeneous graph attention networks},
journal = {{BMC} Bioinform.},
volume = {26},
number = {1},
pages = {11},
year = {2025}
}
@article{DBLP:journals/bmcbi/ZhangL25,
author = {Xiao Zhang and
Qian Liu},
title = {A graph neural network approach for hierarchical mapping of breast
cancer protein communities},
journal = {{BMC} Bioinform.},
volume = {26},
number = {1},
pages = {23},
year = {2025}
}
@article{DBLP:journals/bspc/AhmedFMYAR25,
author = {Shahzad Ahmed and
Jinchao Feng and
Malik Abdul Manan and
Muhammad Yaqub and
Muhammad Usman Ali and
Abdul Raheem},
title = {FedGraphMRI-net: {A} federated graph neural network framework for
robust {MRI} reconstruction across non-IID data},
journal = {Biomed. Signal Process. Control.},
volume = {102},
pages = {107360},
year = {2025}
}
@article{DBLP:journals/bspc/ChenYYGRLQ25,
author = {Longyun Chen and
Yuhui Yang and
Aiju Yu and
Shuo Guo and
Kai Ren and
Qinfang Liu and
Chen Qiao},
title = {An explainable spatio-temporal graph convolutional network for the
biomarkers identification of {ADHD}},
journal = {Biomed. Signal Process. Control.},
volume = {99},
pages = {106913},
year = {2025}
}
@article{DBLP:journals/bspc/ChenZLJSYCL25,
author = {Kai Chen and
Zhengyuan Zhou and
Yao Liu and
Tianjiao Ji and
Weiya Sun and
Chunfeng Yang and
Yang Chen and
Xiao Lu},
title = {TIGC-Net: Transformer-Improved Graph Convolution Network for spatio-temporal
prediction},
journal = {Biomed. Signal Process. Control.},
volume = {100},
pages = {107024},
year = {2025}
}
@article{DBLP:journals/bspc/DavoodiHBKHBP25,
author = {Akbar Davoodi and
Martin Holena and
Martin Brunovsky and
Aditi Kathpalia and
Jaroslav Hlinka and
Martin Bares and
Milan Palus},
title = {Response prediction of antidepressants: Using graph theory tools for
brain network connectivity analysis},
journal = {Biomed. Signal Process. Control.},
volume = {103},
pages = {107362},
year = {2025}
}
@article{DBLP:journals/bspc/DuanLL25,
author = {Zhiping Duan and
Yueyang Li and
Haichi Luo},
title = {A proposal-level class-aware graph convolutional network and memory
bank for thyroid nodule detection in ultrasound videos},
journal = {Biomed. Signal Process. Control.},
volume = {102},
pages = {107206},
year = {2025}
}
@article{DBLP:journals/bspc/HuZLLW25,
author = {Lingyue Hu and
Kailong Zhao and
Bingo Wing{-}Kuen Ling and
Shangsong Liang and
Yiting Wei},
title = {Improving human activity recognition via graph attention network with
linear discriminant analysis and residual learning},
journal = {Biomed. Signal Process. Control.},
volume = {100},
pages = {107053},
year = {2025}
}
@article{DBLP:journals/bspc/LiSSHLC25,
author = {Zhixin Li and
Shiyi Shen and
Fanqi Shang and
Zhan Huan and
Jiuzhen Liang and
Ying Chen},
title = {Weighted graph convolutional network with feature mask for low back
pain prediction},
journal = {Biomed. Signal Process. Control.},
volume = {99},
pages = {106879},
year = {2025}
}
@article{DBLP:journals/bspc/SiWLZQ25,
author = {Wei Si and
Guangyu Wang and
Lei Liu and
Limei Zhang and
Lishan Qiao},
title = {Graph neural network with modular attention for identifying brain
disorders},
journal = {Biomed. Signal Process. Control.},
volume = {102},
pages = {107252},
year = {2025}
}
@article{DBLP:journals/bspc/SubasreePBS25,
author = {S. Subasree and
S. Priya and
S. Brinda and
N. K. Sakthivel},
title = {Early Parkinson's disease diagnosis using Transition Propagation Graph
Neutral Network with Dynamic Hunting Leadership Optimization},
journal = {Biomed. Signal Process. Control.},
volume = {101},
pages = {107196},
year = {2025}
}
@article{DBLP:journals/bspc/SuryanarayanaSBPSKCP25,
author = {V. Suryanarayana and
B. Prabhu Shankar and
Rama Devi Burri and
T. Priyanka and
Ravi Kumar Saidala and
A. Sasi Kumar and
Piyush Chauhan and
Jagdish Chandra Patni},
title = {Effects of objects and image quality on melanoma classification using
Spatio Temporal Joint graph Convolutional Network},
journal = {Biomed. Signal Process. Control.},
volume = {101},
pages = {107193},
year = {2025}
}
@article{DBLP:journals/bspc/VelayudhamKSS25,
author = {A. Velayudham and
R. Karthick and
A. Sivabalan and
V. Sathya},
title = {IoT enabled smart healthcare system for {COVID-19} classification
using optimized robust spatiotemporal graph convolutional networks},
journal = {Biomed. Signal Process. Control.},
volume = {100},
pages = {107104},
year = {2025}
}
@article{DBLP:journals/bspc/WeiXZ25,
author = {Boxuan Wei and
Lu Xu and
Jicong Zhang},
title = {A self-supervised graph network with time-varying functional connectivity
for seizure prediction},
journal = {Biomed. Signal Process. Control.},
volume = {102},
pages = {107375},
year = {2025}
}
@article{DBLP:journals/bspc/WuLZXGSLM25,
author = {Chuanyan Wu and
Bentao Lin and
Huanghe Zhang and
Da Xu and
Rui Gao and
Rui Song and
Zhi{-}Ping Liu and
Yang De Marinis},
title = {{GCNPMDA:} Human microbe-disease association prediction by hierarchical
graph convolutional network with layer attention},
journal = {Biomed. Signal Process. Control.},
volume = {100},
pages = {107004},
year = {2025}
}
@article{DBLP:journals/bspc/WuWSDWWX25,
author = {Xubin Wu and
Xin Wen and
Jie Sun and
Yanqing Dong and
Chenyu Wu and
Bin Wang and
Jie Xiang},
title = {{HAGCN:} {A} hybrid-order brain network-based graph convolution learning
framework with multi-head attention for brain disorder classification},
journal = {Biomed. Signal Process. Control.},
volume = {100},
pages = {106944},
year = {2025}
}
@article{DBLP:journals/bspc/YouDHFZHRJYYTJ25,
author = {Shuailin You and
Chi Dong and
Bo Huang and
Langyuan Fu and
Yaqiao Zhang and
Lihong Han and
Xinmeng Rong and
Ying Jin and
Dongxu Yi and
Huazhe Yang and
Zhiying Tian and
Wenyan Jiang},
title = {An edge association graph network conforming to embryonic morphology
for automated grading of day 3 human embryos},
journal = {Biomed. Signal Process. Control.},
volume = {100},
pages = {107108},
year = {2025}
}
@article{DBLP:journals/bspc/YuHWD25,
author = {Minghao Yu and
Qing He and
Yuji Wang and
Nisuo Du},
title = {Fusing temporal-frequency information with Contrast Learning on Graph
Convolution Network to decoding {EEG}},
journal = {Biomed. Signal Process. Control.},
volume = {100},
pages = {106986},
year = {2025}
}
@article{DBLP:journals/bspc/ZengLZ25,
author = {Xianhua Zeng and
Bowen Lu and
Jian Zhang},
title = {Medical image synthesis algorithm based on vision graph neural network
with manifold matching},
journal = {Biomed. Signal Process. Control.},
volume = {103},
pages = {107381},
year = {2025}
}
@article{DBLP:journals/bspc/ZhangLYZ25,
author = {Jiayang Zhang and
Kang Li and
Banghua Yang and
Zhengrun Zhao},
title = {Cross-dataset motor imagery decoding - {A} transfer learning assisted
graph convolutional network approach},
journal = {Biomed. Signal Process. Control.},
volume = {102},
pages = {107213},
year = {2025}
}
@article{DBLP:journals/cad/VergezPP25,
author = {Lucas Vergez and
Arnaud Polette and
Jean{-}Philippe Pernot},
title = {Multi-part kinematic constraint prediction for automatic generation
of {CAD} model assemblies using graph convolutional networks},
journal = {Comput. Aided Des.},
volume = {178},
pages = {103805},
year = {2025}
}
@article{DBLP:journals/cluster/GaoCWYZ25,
author = {Rong Gao and
Zhiwei Chen and
Xinyun Wu and
Yonghong Yu and
Li Zhang},
title = {Dynamic deep graph convolution with enhanced transformer networks
for time series anomaly detection in IoT},
journal = {Clust. Comput.},
volume = {28},
number = {1},
pages = {15},
year = {2025}
}
@article{DBLP:journals/cmbbeiv/XingMG25,
author = {Yangyang Xing and
Xufeng Ma and
Yuehua Geng},
title = {Construction and analysis of brain functional network of magnetic
stimulation acupoints based on graph theory},
journal = {Comput. methods Biomech. Biomed. Eng. Imaging Vis.},
volume = {13},
number = {1},
year = {2025}
}
@article{DBLP:journals/cn/BernardezSSXCBC25,
author = {Guillermo Bern{\'{a}}rdez and
Jos{\'{e}} Su{\'{a}}rez{-}Varela and
Xiang Shi and
Shihan Xiao and
Xiangle Cheng and
Pere Barlet{-}Ros and
Albert Cabellos{-}Aparicio},
title = {GraphCC: {A} practical graph learning-based approach to Congestion
Control in datacenters},
journal = {Comput. Networks},
volume = {257},
pages = {110981},
year = {2025}
}
@article{DBLP:journals/cn/LiLZLDL25,
author = {Hongjian Li and
Hengyu Li and
Cheng Zhang and
Dongjun Li and
Xiaolin Duan and
Jiutong Liu},
title = {A UAV-assisted dynamic offloading based on maximum clique algorithm
with weighted graphs in mobile edge computing},
journal = {Comput. Networks},
volume = {258},
pages = {111028},
year = {2025}
}
@article{DBLP:journals/cn/LiuWC25,
author = {Xiuwen Liu and
Shuo Wang and
Yanjiao Chen},
title = {Adaptive scheduling for Internet of Vehicles using deconfounded graph
transfer learning},
journal = {Comput. Networks},
volume = {256},
pages = {110899},
year = {2025}
}
@article{DBLP:journals/cn/ZhangGLHSM25,
author = {Jing Zhang and
Jianfeng Guan and
Kexian Liu and
Yizhong Hu and
Ao Shen and
Yuyin Ma},
title = {ScaIR: Scalable Intelligent Routing based on Distributed Graph Reinforcement
Learning},
journal = {Comput. Networks},
volume = {257},
pages = {110915},
year = {2025}
}
@article{DBLP:journals/cnsns/AcetoG25,
author = {Lidia Aceto and
Pietro Antonio Grassi},
title = {A charge-preserving method for solving graph neural diffusion networks},
journal = {Commun. Nonlinear Sci. Numer. Simul.},
volume = {140},
pages = {108392},
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Lubao Li and
Xiaohui Yuan},
title = {A Graph Neural Network with Spatial Attention for Emotion Analysis},
journal = {Cogn. Comput.},
volume = {17},
number = {1},
pages = {3},
year = {2025}
}
@article{DBLP:journals/cogcom/ChoudhryIAAQH25,
author = {Imran Arshad Choudhry and
Saeed Iqbal and
Musaed A. Alhussein and
Khursheed Aurangzeb and
Adnan N. Qureshi and
Amir Hussain},
title = {A Novel Interpretable Graph Convolutional Neural Network for Multimodal
Brain Tumor Segmentation},
journal = {Cogn. Comput.},
volume = {17},
number = {1},
pages = {24},
year = {2025}
}
@article{DBLP:journals/cogcom/HuangLDDHJH25,
author = {Chen Huang and
Xianyong Li and
Yajun Du and
Zhicheng Dong and
Dong Huang and
Deepak Kumar Jain and
Amir Hussain},
title = {A Hybrid Semantics and Syntax-Based Graph Convolutional Network for
Aspect-Level Sentiment Classification},
journal = {Cogn. Comput.},
volume = {17},
number = {1},
pages = {16},
year = {2025}
}
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author = {Maria Al Jreidy and
Joseph Constantin and
Fadi Dornaika and
Denis Hamad},
title = {Adaptive Unsupervised Graph Convolution Network for Data Clustering
with Graph Reconstruction},
journal = {Cogn. Comput.},
volume = {17},
number = {1},
pages = {32},
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}
@article{DBLP:journals/cogcom/SunBTLYX25,
author = {Yang Sun and
Jianzhu Bao and
Geng Tu and
Bin Liang and
Min Yang and
Ruifeng Xu},
title = {Multi-view Hierarchical Graph Neural Network for Argumentation Mining},
journal = {Cogn. Comput.},
volume = {17},
number = {1},
pages = {31},
year = {2025}
}
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author = {Muhammad Ali Zeb and
Muhammad Irfan Uddin and
Ala Abdulsalam Alarood and
Muhammad Shafiq and
Safa Habibullah and
Abdulkream A. Alsulami},
title = {Dynamic Neighborhood Selection for Context Aware Temporal Evolution
Using Graph Neural Networks},
journal = {Cogn. Comput.},
volume = {17},
number = {1},
pages = {22},
year = {2025}
}
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author = {Ping Deng and
Yong Huang},
title = {Edge-featured multi-hop attention graph neural network for intrusion
detection system},
journal = {Comput. Secur.},
volume = {148},
pages = {104132},
year = {2025}
}
@article{DBLP:journals/compsec/KarpagavalliK25,
author = {C. Karpagavalli and
M. Kaliappan},
title = {Edge Implicit Weighting with graph transformers for robust intrusion
detection in Internet of Things network},
journal = {Comput. Secur.},
volume = {150},
pages = {104299},
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}
@article{DBLP:journals/compsec/OkonkwoFHLJ25,
author = {Zulu Okonkwo and
Ernest Foo and
Zhe Hou and
Qinyi Li and
Zahra Jadidi},
title = {A graph representation framework for encrypted network traffic classification},
journal = {Comput. Secur.},
volume = {148},
pages = {104134},
year = {2025}
}
@article{DBLP:journals/compsec/XiaoCYHJTJ25,
author = {Fengrui Xiao and
Shuangwu Chen and
Jian Yang and
Huasen He and
Xiaofeng Jiang and
Xiaobin Tan and
Dong Jin},
title = {{GRAIN:} Graph neural network and reinforcement learning aided causality
discovery for multi-step attack scenario reconstruction},
journal = {Comput. Secur.},
volume = {148},
pages = {104180},
year = {2025}
}
@article{DBLP:journals/computing/ZhouLXS25,
author = {Qiao Zhou and
Xingpeng Lin and
Li Xu and
Yan Sun},
title = {Bi-directional temporal graph attention networks for rumor detection
in online social networks},
journal = {Computing},
volume = {107},
number = {1},
pages = {45},
year = {2025}
}
@article{DBLP:journals/connection/XuanLT25,
author = {Cho Do Xuan and
Tran Thi Luong and
Ma Cong Thanh},
title = {Optimising source code vulnerability detection using deep learning
and deep graph network},
journal = {Connect. Sci.},
volume = {37},
number = {1},
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}
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author = {Igor G. Smit and
Jianan Zhou and
Robbert Reijnen and
Yaoxin Wu and
Jian Chen and
Cong Zhang and
Zaharah Bukhsh and
Yingqian Zhang and
Wim Nuijten},
title = {Graph neural networks for job shop scheduling problems: {A} survey},
journal = {Comput. Oper. Res.},
volume = {176},
pages = {106914},
year = {2025}
}
@article{DBLP:journals/cphysics/ZhangJCWLLXW25,
author = {Hao Zhang and
Longxiang Jiang and
Xinkun Chu and
Yong Wen and
Luxiong Li and
Jianbo Liu and
Yonghao Xiao and
Liyuan Wang},
title = {Combining physics-informed graph neural network and finite difference
for solving forward and inverse spatiotemporal PDEs},
journal = {Comput. Phys. Commun.},
volume = {308},
pages = {109462},
year = {2025}
}
@article{DBLP:journals/csda/ChenAACVPWLYP25,
author = {Guodong Chen and
Jes{\'{u}}s Arroyo and
Avanti Athreya and
Joshua Cape and
Joshua T. Vogelstein and
Youngser Park and
Christopher M. White and
Jonathan Larson and
Weiwei Yang and
Carey E. Priebe},
title = {Multiple network embedding for anomaly detection in time series of
graphs},
journal = {Comput. Stat. Data Anal.},
volume = {203},
pages = {108070},
year = {2025}
}
@article{DBLP:journals/csur/LiYCWCXYS25,
author = {Zihao Li and
Chao Yang and
Yakun Chen and
Xianzhi Wang and
Hongxu Chen and
Guandong Xu and
Lina Yao and
Michael Sheng},
title = {Graph and Sequential Neural Networks in Session-based Recommendation:
{A} Survey},
journal = {{ACM} Comput. Surv.},
volume = {57},
number = {2},
pages = {40:1--40:37},
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}
@article{DBLP:journals/csur/PatelJC25,
author = {Manali Patel and
Krupa Jariwala and
Chiranjoy Chattopadhyay},
title = {A Systematic Review on Graph Neural Network-based Methods for Stock
Market Forecasting},
journal = {{ACM} Comput. Surv.},
volume = {57},
number = {2},
pages = {34:1--34:38},
year = {2025}
}
@article{DBLP:journals/cviu/BurgerBFL25,
author = {Jacopo Burger and
Giorgio Blandano and
Giuseppe Maurizio Facchi and
Raffaella Lanzarotti},
title = {2S-SGCN: {A} two-stage stratified graph convolutional network model
for facial landmark detection on 3D data},
journal = {Comput. Vis. Image Underst.},
volume = {250},
pages = {104227},
year = {2025}
}
@article{DBLP:journals/diot/Zhong25,
author = {Yuanquan Zhong},
title = {Collaboration of IoT devices in smart home scenarios: algorithm research
based on graph neural networks and federated learning},
journal = {Discov. Internet Things},
volume = {5},
number = {1},
pages = {1},
year = {2025}
}
@article{DBLP:journals/displays/YeMTLZDLL25,
author = {Haili Ye and
Yancheng Mo and
Chen Tang and
Mingqian Liao and
Xiaoqing Zhang and
Limeng Dai and
Baihua Li and
Jiang Liu},
title = {Graph confidence intercalibration network for intracranial aneurysm
lesion instance segmentation in {DSA}},
journal = {Displays},
volume = {87},
pages = {102929},
year = {2025}
}
@article{DBLP:journals/dsp/ChenSWZ25,
author = {Wangxing Chen and
Haifeng Sang and
Jinyu Wang and
Zishan Zhao},
title = {{IGGCN:} Individual-guided graph convolution network for pedestrian
trajectory prediction},
journal = {Digit. Signal Process.},
volume = {156},
pages = {104862},
year = {2025}
}
@article{DBLP:journals/dsp/DuanSWY25,
author = {Yichen Duan and
Xiao{-}Hong Shen and
Haiyan Wang and
Yong{-}Sheng Yan},
title = {An open-set recognition method for ship radiated noise signal based
on graph convolutional neural network prototype learning},
journal = {Digit. Signal Process.},
volume = {156},
pages = {104748},
year = {2025}
}
@article{DBLP:journals/dsp/LiC25,
author = {Juan Li and
Baoyi Cai},
title = {Sensor placement method for water distribution networks based on sampling
of non-bandlimited graph signals},
journal = {Digit. Signal Process.},
volume = {156},
pages = {104809},
year = {2025}
}
@article{DBLP:journals/dsp/YeHZC25,
author = {Hailiang Ye and
Xiaomei Huang and
Houying Zhu and
Feilong Cao},
title = {An enhanced network with parallel graph node diffusion and node similarity
contrastive loss for hyperspectral image classification},
journal = {Digit. Signal Process.},
volume = {158},
pages = {104965},
year = {2025}
}
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author = {Igor Betkier},
title = {Estimating travel time in transport network with a combined multi-attributed
graph convolutional neural network and multilayer perceptron model},
journal = {Eng. Appl. Artif. Intell.},
volume = {142},
pages = {109898},
year = {2025}
}
@article{DBLP:journals/eaai/FengLY25,
author = {Xing Feng and
Hongru Li and
Yinghua Yang},
title = {Time-lagged relation graph neural network for multivariate time series
forecasting},
journal = {Eng. Appl. Artif. Intell.},
volume = {139},
pages = {109530},
year = {2025}
}
@article{DBLP:journals/eaai/KhanHSHAEM25,
author = {Sami Ullah Khan and
Fiaz Hussain and
Tapan Senapati and
Shoukat Hussain and
Zeeshan Ali and
Domokos Eszterg{\'{a}}r{-}Kiss and
Sarbast Moslem},
title = {Analysis of computer communication networks based on evaluation of
domination and double domination for interval-valued T-spherical fuzzy
graphs and their applications in decision-making problems},
journal = {Eng. Appl. Artif. Intell.},
volume = {139},
pages = {109650},
year = {2025}
}
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author = {Tianyang Lei and
Jichao Li and
Ke{-}Wei Yang and
Chang Gong},
title = {A novel spatial-temporal graph convolution network based on temporal
embedding graph structure learning for multivariate time series prediction},
journal = {Eng. Appl. Artif. Intell.},
volume = {141},
pages = {109826},
year = {2025}
}
@article{DBLP:journals/eaai/LinWXQ25,
author = {Junchao Lin and
Yuan Wan and
Jingwen Xu and
Xingchen Qi},
title = {Semantic graph neural network with multi-measure learning for semi-supervised
classification},
journal = {Eng. Appl. Artif. Intell.},
volume = {140},
pages = {109647},
year = {2025}
}
@article{DBLP:journals/eaai/LuCD25,
author = {Junwen Lu and
Zeji Chen and
Xiaolong Deng},
title = {A graph convolutional neural network model based on fused multi-subgraph
as input and fused feature information as output},
journal = {Eng. Appl. Artif. Intell.},
volume = {139},
pages = {109542},
year = {2025}
}
@article{DBLP:journals/eaai/LuWLNL25,
author = {Yanzheng Lu and
Hong Wang and
Zhiguo Lu and
Jianye Niu and
Chong Liu},
title = {Gait pattern recognition based on electroencephalogram signals with
common spatial pattern and graph attention networks},
journal = {Eng. Appl. Artif. Intell.},
volume = {141},
pages = {109680},
year = {2025}
}
@article{DBLP:journals/eaai/MaZLLZ25,
author = {Jun Ma and
Zhili Zhao and
Yunwu Liu and
Tongfeng Li and
Ruisheng Zhang},
title = {Designing an adaptive learning framework for predicting drug-target
affinity using reinforcement learning and graph neural networks},
journal = {Eng. Appl. Artif. Intell.},
volume = {139},
pages = {109472},
year = {2025}
}
@article{DBLP:journals/eaai/YangWZJ25,
author = {Nan Yang and
Yong Wang and
Lei Zhang and
Bin Jiang},
title = {Point cloud semantic segmentation network based on graph convolution
and attention mechanism},
journal = {Eng. Appl. Artif. Intell.},
volume = {141},
pages = {109790},
year = {2025}
}
@article{DBLP:journals/eaai/ZhangFLJHZZSZ25,
author = {Li Zhang and
Lin Fan and
Jianjun Liu and
Dingyu Jiao and
Yuxuan He and
Jing Zhou and
Karine Zeitouni and
Huai Su and
Jinjun Zhang},
title = {A dynamic graph convolutional network-based framework for the unsteady
operating states recognition of multi-product pipeline systems},
journal = {Eng. Appl. Artif. Intell.},
volume = {141},
pages = {109785},
year = {2025}
}
@article{DBLP:journals/ecoi/NguyenTTBDDE25,
author = {Tam V. Nguyen and
Vinh Ngoc Tran and
Hoang Tran and
Doan Van Binh and
Toan D. Duong and
Thanh Duc Dang and
Pia Ebeling},
title = {HydroEcoLSTM: {A} Python package with graphical user interface for
hydro-ecological modeling with long short-term memory neural network},
journal = {Ecol. Informatics},
volume = {85},
pages = {102994},
year = {2025}
}
@article{DBLP:journals/eor/ZandiKOMB25,
author = {Sahab Zandi and
Kamesh Korangi and
Mar{\'{\i}}a {\'{O}}skarsd{\'{o}}ttir and
Christophe Mues and
Cristi{\'{a}}n Bravo},
title = {Attention-based dynamic multilayer graph neural networks for loan
default prediction},
journal = {Eur. J. Oper. Res.},
volume = {321},
number = {2},
pages = {586--599},
year = {2025}
}
@article{DBLP:journals/eswa/CaoL25,
author = {Zhanyue Cao and
Chao Luo},
title = {Link prediction for knowledge graphs based on extended relational
graph attention networks},
journal = {Expert Syst. Appl.},
volume = {259},
pages = {125260},
year = {2025}
}
@article{DBLP:journals/eswa/ChenHLY25,
author = {Yi{-}wen Chen and
Si{-}qi Hu and
Ming Li and
Xue{-}song Yan},
title = {Graph convolutional network for water network partitioning},
journal = {Expert Syst. Appl.},
volume = {261},
pages = {125502},
year = {2025}
}
@article{DBLP:journals/eswa/ChenWMLC25,
author = {Chong Chen and
Tao Wang and
Dong Mao and
Ying Liu and
Lianglun Cheng},
title = {A multi-scale graph pyramid attention network with knowledge distillation
towards edge computing robotic fault diagnosis},
journal = {Expert Syst. Appl.},
volume = {260},
pages = {125469},
year = {2025}
}
@article{DBLP:journals/eswa/DingZW25,
author = {Yuhan Ding and
Zizhuo Zhang and
Bang Wang},
title = {Category-integrated Dual-Task Graph Neural Networks for session-based
recommendation},
journal = {Expert Syst. Appl.},
volume = {263},
pages = {125784},
year = {2025}
}
@article{DBLP:journals/eswa/DongHZMMY25,
author = {Yiqing Dong and
Chengjia Han and
Chaoyang Zhao and
Aayush Madan and
Lipi Mohanty and
Yaowen Yang},
title = {Multi-Context enhanced Lane-Changing prediction using a heterogeneous
Graph Neural Network},
journal = {Expert Syst. Appl.},
volume = {264},
pages = {125902},
year = {2025}
}
@article{DBLP:journals/eswa/DongSYL25,
author = {Changxu Dong and
Dengdi Sun and
Zhenda Yu and
Bin Luo},
title = {Multi-view brain network classification based on Adaptive Graph Isomorphic
Information Bottleneck Mamba},
journal = {Expert Syst. Appl.},
volume = {267},
pages = {126170},
year = {2025}
}
@article{DBLP:journals/eswa/FanKWHZ25,
author = {Mengmeng Fan and
Mingming Kong and
Xi Wang and
Fei Hao and
Chao Zhang},
title = {{FITE-GAT:} Enhancing aspect-level sentiment classification with FT-RoBERTa
induced trees and graph attention network},
journal = {Expert Syst. Appl.},
volume = {264},
pages = {125890},
year = {2025}
}
@article{DBLP:journals/eswa/FangXWYK25,
author = {Yanchao Fang and
Minrui Xu and
Ye Wang and
Yang Yu and
Dayong Kang},
title = {Variational spatial-temporal graph attention network for state monitoring
and forecasting},
journal = {Expert Syst. Appl.},
volume = {264},
pages = {125718},
year = {2025}
}
@article{DBLP:journals/eswa/FuSSLSWLII25,
author = {Changzeng Fu and
Yikai Su and
Kaifeng Su and
Yinghao Liu and
Jiaqi Shi and
Bowen Wu and
Chaoran Liu and
Carlos Toshinori Ishi and
Hiroshi Ishiguro},
title = {{HAM-GNN:} {A} hierarchical attention-based multi-dimensional edge
graph neural network for dialogue act classification},
journal = {Expert Syst. Appl.},
volume = {261},
pages = {125459},
year = {2025}
}
@article{DBLP:journals/eswa/GendyHSH25,
author = {Garas Gendy and
Jingchao Hou and
Nabil Sabor and
Guanghui He},
title = {Lightweight image super-resolution network based on dynamic graph
message passing and convolution mixer},
journal = {Expert Syst. Appl.},
volume = {263},
pages = {125683},
year = {2025}
}
@article{DBLP:journals/eswa/GuZZZ25,
author = {Jin Gu and
Xinbei Zha and
Jiaming Zhang and
Xiaole Zhao},
title = {Assisted diagnosis of neuropsychiatric disorders based on functional
connectivity: {A} survey on application and performance evaluation
of graph neural network},
journal = {Expert Syst. Appl.},
volume = {265},
pages = {125922},
year = {2025}
}
@article{DBLP:journals/eswa/GuoLOLL25,
author = {Qiang Guo and
Yong Luo and
Yang Ou and
Min Liu and
Jian{-}Guo Liu},
title = {Identification of perceptive users based on the graph convolutional
network},
journal = {Expert Syst. Appl.},
volume = {267},
pages = {125844},
year = {2025}
}
@article{DBLP:journals/eswa/HeZ25,
author = {Yue He and
Fei Zhu},
title = {Reconstruction of dynamic protein-protein interaction network via
graph convolutional network},
journal = {Expert Syst. Appl.},
volume = {259},
pages = {125140},
year = {2025}
}
@article{DBLP:journals/eswa/HuBYL25,
author = {Junjie Hu and
Jun Bai and
Jiayu Yang and
Jaeyoung Jay Lee},
title = {Crash risk prediction using sparse collision data: Granger causal
inference and graph convolutional network approaches},
journal = {Expert Syst. Appl.},
volume = {259},
pages = {125315},
year = {2025}
}
@article{DBLP:journals/eswa/JiaMYNM25,
author = {Wei Jia and
Ruizhe Ma and
Li Yan and
Weinan Niu and
Zong{-}Min Ma},
title = {Joint entity and relation extraction with table filling based on graph
convolutional Networks},
journal = {Expert Syst. Appl.},
volume = {266},
pages = {126130},
year = {2025}
}
@article{DBLP:journals/eswa/KannikaklangTW25,
author = {Nikorn Kannikaklang and
Wachirawut Thamviset and
Sartra Wongthanavasu},
title = {BiGCAN: {A} novel SRS-based bidirectional graph Convolution Attention
Network for dynamic user preference and next-item recommendation},
journal = {Expert Syst. Appl.},
volume = {265},
pages = {126016},
year = {2025}
}
@article{DBLP:journals/eswa/LiLWWL25,
author = {Yuangan Li and
Ke Li and
Shaofan Wang and
Haopeng Wu and
Pengjiao Li},
title = {A spatiotemporal separable graph convolutional network for oddball
paradigm classification under different cognitive-load scenarios},
journal = {Expert Syst. Appl.},
volume = {262},
pages = {125303},
year = {2025}
}
@article{DBLP:journals/eswa/LiSGLL25,
author = {Yong Li and
Xiao Song and
Kaiqi Gong and
Songsong Liu and
Wenxin Li},
title = {Differentially private graph neural networks for graph classification
and its adaptive optimization},
journal = {Expert Syst. Appl.},
volume = {263},
pages = {125798},
year = {2025}
}
@article{DBLP:journals/eswa/LiuHLSSS25,
author = {Hexiang Liu and
Qilong Han and
Dan Lu and
Jingyu Sheng and
Shanshan Sui and
Hui Sun},
title = {Fine-grained graph convolutional network with learning-based bi-relational
graph for spatiotemporal forecasting},
journal = {Expert Syst. Appl.},
volume = {265},
pages = {125959},
year = {2025}
}
@article{DBLP:journals/eswa/LiuHYJF25,
author = {Siqi Liu and
Dongxiao He and
Zhizhi Yu and
Di Jin and
Zhiyong Feng},
title = {Beyond Homophily: Neighborhood Distribution-guided Graph Convolutional
Networks},
journal = {Expert Syst. Appl.},
volume = {259},
pages = {125274},
year = {2025}
}
@article{DBLP:journals/eswa/LiuSLGLP25,
author = {Gan Liu and
Xiongtao Sun and
Hui Li and
Zhen Guo and
Yiran Li and
Saiqi Pi},
title = {Knowledge-enhanced heterogeneous graph attention networks for privacy
co-disclosure detection in online social network},
journal = {Expert Syst. Appl.},
volume = {268},
pages = {126266},
year = {2025}
}
@article{DBLP:journals/eswa/LiuSPGW25,
author = {Lu Liu and
Yongquan Shi and
Yueyang Pi and
Wenzhong Guo and
Shiping Wang},
title = {Efficient multi-view graph convolutional networks via local aggregation
and global propagation},
journal = {Expert Syst. Appl.},
volume = {266},
pages = {126131},
year = {2025}
}
@article{DBLP:journals/eswa/LiuZLY25,
author = {Gen Liu and
Zhongying Zhao and
Chao Li and
Yanwei Yu},
title = {LeDA-GNN: Learnable dual augmentation for graph neural networks},
journal = {Expert Syst. Appl.},
volume = {268},
pages = {126288},
year = {2025}
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@article{DBLP:journals/eswa/LouWLQL25,
author = {Chaoli Lou and
Yueyang Wang and
Jianing Li and
Yueru Qian and
Xiuhua Li},
title = {Graph neural network for fraud detection via context encoding and
adaptive aggregation},
journal = {Expert Syst. Appl.},
volume = {261},
pages = {125473},
year = {2025}
}
@article{DBLP:journals/eswa/MaDWWYL25,
author = {Ning Ma and
Shaoqun Dong and
Lexiu Wang and
Leting Wang and
Xu Yang and
Shuo Liu},
title = {Unbalanced graph isomorphism network for fracture identification by
well logs},
journal = {Expert Syst. Appl.},
volume = {263},
pages = {125794},
year = {2025}
}
@article{DBLP:journals/eswa/NejadshamsiBEWJ25,
author = {Shayan Nejadshamsi and
Jamal Bentahar and
Ursula Eicker and
Chun Wang and
Faezeh Jamshidi},
title = {A geographic-semantic context-aware urban commuting flow prediction
model using graph neural network},
journal = {Expert Syst. Appl.},
volume = {261},
pages = {125534},
year = {2025}
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@article{DBLP:journals/eswa/RajH25,
author = {Regilan Soosai Raj and
Lakshmi Kuppusamy Hema},
title = {Dynamic clustering optimization for energy efficient IoT Network:
{A} simple constrastive graph approach},
journal = {Expert Syst. Appl.},
volume = {264},
pages = {125875},
year = {2025}
}
@article{DBLP:journals/eswa/ShiZPM25,
author = {Xiangting Shi and
Yakang Zhang and
Abinash Pujahari and
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Tian{-}Shyr Dai and
Ying{-}Ping Chen and
Yen{-}Wu Ti and
Wun{-}Hao Wang and
Yun Kuo},
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Enguang Sui and
Wen Wang and
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Zebin Zhang and
Ji Li},
title = {A stable soft sensor based on causal inference and graph convolutional
network for batch processes},
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Xuancheng Zhou and
Zihao Wang and
Yang Zhou},
title = {Breaking the confinement of fixed nodes: {A} causality-guided adaptive
and interpretable graph neural network architecture},
journal = {Expert Syst. Appl.},
volume = {268},
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author = {Wenhao Wu and
Shudong Wang and
Yuanyuan Zhang and
Kuijie Zhang and
Wenjing Yin and
Shanchen Pang},
title = {{MOHGCN:} {A} trustworthy multi-omics data integration framework based
on specificity-aware heterogeneous graph convolutional neural networks
for disease diagnosis},
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volume = {263},
pages = {125772},
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author = {Yining Xie and
Xiaodong Wang and
Pengda Wang and
Xueyan Bi},
title = {A pseudo-label supervised graph fusion attention network for drug-target
interaction prediction},
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volume = {259},
pages = {125264},
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author = {Zheng Zhang and
Xiang Ao and
Claudio J. Tessone and
Gang Liu and
Mingyang Zhou and
Rui Mao and
Hao Liao},
title = {Multiplex graph fusion network with reinforcement structure learning
for fraud detection in online e-commerce platforms},
journal = {Expert Syst. Appl.},
volume = {262},
pages = {125598},
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@article{DBLP:journals/eswa/ZhangCWXT25,
author = {Jian Zhang and
Yanyan Chen and
Tao Wang and
Chuan{-}Zhi Thomas Xie and
Yijun Tian},
title = {Mixture of Spatial-Temporal Graph Transformer Networks for urban congestion
prediction using multimodal transportation data},
journal = {Expert Syst. Appl.},
volume = {268},
pages = {126108},
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@article{DBLP:journals/eswa/ZhangGWYZMH25,
author = {Jiayu Zhang and
Lucas Guo and
Guiling Wang and
Jian Yu and
Xin Zheng and
Yusheng Mei and
Boyang Han},
title = {A dual-level graph attention network and transformer for enhanced
trajectory prediction under road network constraints},
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volume = {261},
pages = {125510},
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@article{DBLP:journals/eswa/ZhuSWZYC25,
author = {Qiguang Zhu and
Zhen Shen and
Zhen Wu and
Hongbo Zhang and
Junjun Yuan and
Ying Chen},
title = {Temporal-relational graph neural network for nearshore seawater quality
parameters multivariate multi-step prediction and correlation modelling},
journal = {Expert Syst. Appl.},
volume = {265},
pages = {126020},
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@article{DBLP:journals/evi/GebreyesusFFHFY25,
author = {Goytom Gebreyesus and
Getu Fellek and
Ahmed Farid and
Sicheng Hou and
Shigeru Fujimura and
Osamu Yoshie},
title = {Deep reinforcement learning-based spatio-temporal graph neural network
for solving job shop scheduling problem},
journal = {Evol. Intell.},
volume = {18},
number = {1},
pages = {6},
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}
@article{DBLP:journals/evi/Vhatkar25,
author = {Kapil Netaji Vhatkar},
title = {An intellectual model of pest detection and classification using enhanced
optimization-assisted single shot detector and graph attention network},
journal = {Evol. Intell.},
volume = {18},
number = {1},
pages = {3},
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}
@article{DBLP:journals/fcsc/LiuCS25,
author = {Jingyu Liu and
Shi Chen and
Li Shen},
title = {A comprehensive survey on graph neural network accelerators},
journal = {Frontiers Comput. Sci.},
volume = {19},
number = {2},
pages = {192104},
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}
@article{DBLP:journals/fcsc/WuHSJ25,
author = {Yao Wu and
Hong Huang and
Yu Song and
Hai Jin},
title = {Soft-GNN: towards robust graph neural networks via self-adaptive data
utilization},
journal = {Frontiers Comput. Sci.},
volume = {19},
number = {4},
pages = {194311},
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}
@article{DBLP:journals/fcsc/WuXLW25,
author = {Shangwei Wu and
Yingtong Xiong and
Hui Liang and
Chuliang Weng},
title = {D\({}^{\mbox{2}}\)-GCN: a graph convolutional network with dynamic
disentanglement for node classification},
journal = {Frontiers Comput. Sci.},
volume = {19},
number = {1},
pages = {191305},
year = {2025}
}
@article{DBLP:journals/fgcs/NiuZYLZZ25,
author = {Weina Niu and
Kexuan Zhang and
Ran Yan and
Jie Li and
Yan Zhang and
Xiaosong Zhang},
title = {{ROPGMN:} Effective {ROP} and variants discovery using dynamic feature
and graph matching network},
journal = {Future Gener. Comput. Syst.},
volume = {164},
pages = {107567},
year = {2025}
}
@article{DBLP:journals/fgcs/SismanisPSP25,
author = {Konstantinos Sismanis and
Petros Potikas and
Dora Souliou and
Aris Pagourtzis},
title = {Overlapping community detection using graph attention networks},
journal = {Future Gener. Comput. Syst.},
volume = {163},
pages = {107529},
year = {2025}
}
@article{DBLP:journals/fgcs/TengLTLW25,
author = {Zhixia Teng and
Yongliang Li and
Zhen Tian and
Yingjian Liang and
Guohua Wang},
title = {Drug repositioning by collaborative learning based on graph convolutional
inductive network},
journal = {Future Gener. Comput. Syst.},
volume = {162},
pages = {107491},
year = {2025}
}
@article{DBLP:journals/ijbic/XiaoXYLW25,
author = {Yao Xiao and
Ji Xu and
Jing Yang and
Shaobo Li and
Guoyin Wang},
title = {Determinate node selection for semi-supervised classification oriented
graph convolutional networks},
journal = {Int. J. Bio Inspired Comput.},
volume = {25},
number = {1},
pages = {1--10},
year = {2025}
}
@article{DBLP:journals/ijisec/DuyKQTKHP25,
author = {Phan The Duy and
Nghi Hoang Khoa and
Nguyen Huu Quyen and
Le Cong Trinh and
Vu Trung Kien and
Trinh Minh Hoang and
Van{-}Hau Pham},
title = {Vulnsense: efficient vulnerability detection in ethereum smart contracts
by multimodal learning with graph neural network and language model},
journal = {Int. J. Inf. Sec.},
volume = {24},
number = {1},
pages = {48},
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}
@article{DBLP:journals/ijmi/DoYKKP25,
author = {Thanh Cong Do and
Hyung{-}Jeong Yang and
Soo{-}Hyung Kim and
Bo{-}Gun Kho and
Jin{-}Kyung Park},
title = {Multi-horizon event detection for in-hospital clinical deterioration
using dual-channel graph attention network},
journal = {Int. J. Medical Informatics},
volume = {195},
pages = {105745},
year = {2025}
}
@article{DBLP:journals/ijon/ChenLHXWY25,
author = {Zuohui Chen and
Yao Lu and
Jinxuan Hu and
Qi Xuan and
Zhen Wang and
Xiaoniu Yang},
title = {Graph-Based Similarity of Deep Neural Networks},
journal = {Neurocomputing},
volume = {614},
pages = {128722},
year = {2025}
}
@article{DBLP:journals/ijon/DumaNNA25,
author = {Ramadhani Ally Duma and
Zhendong Niu and
Ally S. Nyamawe and
Manjotho Ali Asghar},
title = {An analysis of graph neural networks for fake review detection: {A}
systematic literature review},
journal = {Neurocomputing},
volume = {623},
pages = {129341},
year = {2025}
}
@article{DBLP:journals/ijon/FeiZCSWZ25,
author = {Manman Fei and
Xin Zhang and
Dongdong Chen and
Zhiyun Song and
Qian Wang and
Lichi Zhang},
title = {Whole slide cervical cancer classification via graph attention networks
and contrastive learning},
journal = {Neurocomputing},
volume = {613},
pages = {128787},
year = {2025}
}
@article{DBLP:journals/ijon/FofanahL25,
author = {Abdul Joseph Fofanah and
Alpha Omar Leigh},
title = {{EATSA-GNN:} Edge-Aware and Two-Stage attention for enhancing graph
neural networks based on teacher-student mechanisms for graph node
classification},
journal = {Neurocomputing},
volume = {612},
pages = {128686},
year = {2025}
}
@article{DBLP:journals/ijon/LiHGLXDZZ25,
author = {Zhifei Li and
Wei Huang and
Xuchao Gong and
Xiangyu Luo and
Kui Xiao and
Honglian Deng and
Miao Zhang and
Yan Zhang},
title = {Decoupled semantic graph neural network for knowledge graph embedding},
journal = {Neurocomputing},
volume = {611},
pages = {128614},
year = {2025}
}
@article{DBLP:journals/ijon/LiLHL25,
author = {Yi Li and
Yahui Liu and
Jiangchun Hou and
Xiaohui Liu},
title = {A center-anchored adaptive hierarchical graph neural network with
application in structure-aware recognition of enzyme catalytic specificity},
journal = {Neurocomputing},
volume = {619},
pages = {129155},
year = {2025}
}
@article{DBLP:journals/ijon/LiZSK25,
author = {Dazi Li and
Yurui Zhu and
Zhihuan Song and
Hamid Reza Karimi},
title = {A novel label-aware global graph construction method and spiking-coded
graph neural network for intelligent process fault diagnosis},
journal = {Neurocomputing},
volume = {611},
pages = {128707},
year = {2025}
}
@article{DBLP:journals/ijon/LiliYF25,
author = {Fan Lili and
Jiabin Yuan and
Zhiguang Fan},
title = {{MHGTN:} Multi-Interaction Heterogeneous Graph Transformer Network
for Knowledge Graph Completion},
journal = {Neurocomputing},
volume = {624},
pages = {129368},
year = {2025}
}
@article{DBLP:journals/ijon/LiuSKCL25,
author = {Aitong Liu and
Yelin Shi and
Ajay Kumar and
Xin Chen and
Manhua Liu},
title = {A hybrid graph transformer network for fingerprint and palmprint minutiae
matching of young children},
journal = {Neurocomputing},
volume = {619},
pages = {129180},
year = {2025}
}
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author = {Haoran Lu and
Lei Wang and
Xiaoliang Ma and
Jun Cheng and
Mengchu Zhou},
title = {A survey of graph neural networks and their industrial applications},
journal = {Neurocomputing},
volume = {614},
pages = {128761},
year = {2025}
}
@article{DBLP:journals/ijon/NguyenKHPL25,
author = {Cam{-}Van Thi Nguyen and
Hai{-}Dang Kieu and
Quang{-}Thuy Ha and
Xuan{-}Hieu Phan and
Duc{-}Trong Le},
title = {Mi-CGA: Cross-modal Graph Attention Network for robust emotion recognition
in the presence of incomplete modalities},
journal = {Neurocomputing},
volume = {623},
pages = {129342},
year = {2025}
}
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author = {Xin Qi and
Yujun Wen and
Pengzhou Zhang and
Heyan Huang},
title = {{MFGCN:} Multimodal fusion graph convolutional network for speech
emotion recognition},
journal = {Neurocomputing},
volume = {611},
pages = {128646},
year = {2025}
}
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author = {Adrian S. Remigio},
title = {IncARMAG: {A} convolutional neural network with multi-level autoregressive
moving average graph convolutional processing framework for medical
image classification},
journal = {Neurocomputing},
volume = {617},
pages = {129038},
year = {2025}
}
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author = {Yiwei Shen and
Qingwu Li and
Chang Xu and
Chenkai Chang and
Qiyun Yin},
title = {Graph-based context learning network for infrared small target detection},
journal = {Neurocomputing},
volume = {616},
pages = {128949},
year = {2025}
}
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author = {Yingjie Song and
Li Yang and
Wenming Luo and
Xiong Xiao and
Zhuo Tang},
title = {Boosting multi-document summarization with hierarchical graph convolutional
networks},
journal = {Neurocomputing},
volume = {614},
pages = {128753},
year = {2025}
}
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author = {Linlin Su and
Jinyan Wang and
Zeming Gan and
De Li},
title = {Topology-Aware Node Injection Attacks against graph neural networks},
journal = {Neurocomputing},
volume = {618},
pages = {129128},
year = {2025}
}
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author = {Qiushi Sun and
Yang He and
Yin Li and
Ovanes L. Petrosian},
title = {Edge Feature Empowered Graph Attention Network for Sum Rate Maximization
in Heterogeneous {D2D} Communication System},
journal = {Neurocomputing},
volume = {616},
pages = {128883},
year = {2025}
}
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author = {Bingbing Wang and
Bin Liang and
Zhixin Bai and
Min Yang and
Lin Gui and
Ruifeng Xu},
title = {GazeGCN: Gaze-aware Graph Convolutional Network for Text Classification},
journal = {Neurocomputing},
volume = {611},
pages = {128680},
year = {2025}
}
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author = {Hanzhong Xia and
Xiaoxia Chen and
Binjie Chen and
Yue Hu},
title = {Dynamic synchronous graph transformer network for region-level air-quality
forecasting},
journal = {Neurocomputing},
volume = {616},
pages = {128924},
year = {2025}
}
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author = {Yan Xiang and
Lu Wang and
Xiaocong Tan and
Junjun Guo},
title = {Dual-level constraint based distributed graph convolution network
for multimodal emotion recognition in conversation},
journal = {Neurocomputing},
volume = {618},
pages = {128937},
year = {2025}
}
@article{DBLP:journals/ijon/XuLC25,
author = {Zhihui Xu and
Bing Li and
Wenming Cao},
title = {Enhancing federated learning-based social recommendations with graph
attention networks},
journal = {Neurocomputing},
volume = {617},
pages = {129045},
year = {2025}
}
@article{DBLP:journals/ijon/YanAL25,
author = {Hui Yan and
Guoguo Ai and
Xin Li},
title = {Selective-Hop Graph Neural Networks for semi-supervised node classification},
journal = {Neurocomputing},
volume = {616},
pages = {128812},
year = {2025}
}
@article{DBLP:journals/ijon/YehLZTC25,
author = {Chia{-}Hung Yeh and
Chih{-}Ming Lien and
Zhi{-}Xiang Zhan and
Feng{-}Hsu Tsai and
Mei{-}Juan Chen},
title = {Graph convolutional network for fast video summarization in compressed
domain},
journal = {Neurocomputing},
volume = {617},
pages = {128945},
year = {2025}
}
@article{DBLP:journals/ijon/YuanGLML25,
author = {Qiao Yuan and
Sheng{-}Uei Guan and
Tianlun Luo and
Ka Lok Man and
Eng Gee Lim},
title = {{IMCGNN:} Information Maximization based Continual Graph Neural Networks
for inductive node classification},
journal = {Neurocomputing},
volume = {624},
pages = {129362},
year = {2025}
}
@article{DBLP:journals/ijon/ZhangYKXX25,
author = {Yinglong Zhang and
Shangying Yang and
Mingyue Kong and
Xuewen Xia and
Xing Xu},
title = {Double negative sampled graph adversarial representation learning
with motif-based structural attention network},
journal = {Neurocomputing},
volume = {619},
pages = {129030},
year = {2025}
}
@article{DBLP:journals/ijon/ZhangZWTX25,
author = {Yan Zhang and
Xudong Zhou and
Nian Wang and
Jun Tang and
Tao Xuan},
title = {DouN-GNN:Double nodes graph neural network for few-shot learning},
journal = {Neurocomputing},
volume = {617},
pages = {128970},
year = {2025}
}
@article{DBLP:journals/ijon/ZhuSMLH25,
author = {Shasha Zhu and
Lu Sun and
Zeyuan Ma and
Chenxi Li and
Dongzhi He},
title = {Prompt-supervised dynamic attention graph convolutional network for
skeleton-based action recognition},
journal = {Neurocomputing},
volume = {611},
pages = {128623},
year = {2025}
}
@article{DBLP:journals/imst/ShanRJL25,
author = {Shengchang Shan and
Yijie Ren and
Zhuqing Jiao and
Xiaona Li},
title = {{MTGWNN:} {A} Multi-Template Graph Wavelet Neural Network Identification
Model for Autism Spectrum Disorder},
journal = {Int. J. Imaging Syst. Technol.},
volume = {35},
number = {1},
year = {2025}
}
@article{DBLP:journals/inffus/DasDKD25,
author = {Bihter Das and
Huseyin Alperen Dagdogen and
Muhammed Onur Kaya and
Resul Das},
title = {A novel hybrid model combining Vision Transformers and Graph Convolutional
Networks for monkeypox disease effective diagnosis},
journal = {Inf. Fusion},
volume = {117},
pages = {102858},
year = {2025}
}
@article{DBLP:journals/inffus/GuPLGD25,
author = {Yuheng Gu and
Shoubo Peng and
Yaqin Li and
Linlin Gao and
Yihong Dong},
title = {{FC-HGNN:} {A} heterogeneous graph neural network based on brain functional
connectivity for mental disorder identification},
journal = {Inf. Fusion},
volume = {113},
pages = {102619},
year = {2025}
}
@article{DBLP:journals/inffus/LeeTRAKZAH25,
author = {Sang{-}Woong Lee and
Jawad Tanveer and
Amir Masoud Rahmani and
Hamid Alinejad{-}Rokny and
Parisa Khoshvaght and
Gholamreza Zare and
Pegah Malekpour Alamdari and
Mehdi Hosseinzadeh},
title = {{SFGCN:} Synergetic fusion-based graph convolutional networks approach
for link prediction in social networks},
journal = {Inf. Fusion},
volume = {114},
pages = {102684},
year = {2025}
}
@article{DBLP:journals/inffus/LiuLZXS25,
author = {Wenzheng Liu and
Hongtao Li and
Haina Zhang and
Jiang Xue and
Shaolong Sun},
title = {Dynamic Spatio-Temporal Graph Fusion Network modeling for urban metro
ridership prediction},
journal = {Inf. Fusion},
volume = {117},
pages = {102845},
year = {2025}
}
@article{DBLP:journals/inffus/LiuWXSZLG25,
author = {Ruitong Liu and
Yanbin Wang and
Haitao Xu and
Jianguo Sun and
Fan Zhang and
Peiyue Li and
Zhenhao Guo},
title = {Vul-LMGNNs: Fusing language models and online-distilled graph neural
networks for code vulnerability detection},
journal = {Inf. Fusion},
volume = {115},
pages = {102748},
year = {2025}
}
@article{DBLP:journals/inffus/LuWZ25,
author = {Shan Lu and
Huiwen Wang and
Jichang Zhao},
title = {Graph convolutional network for compositional data},
journal = {Inf. Fusion},
volume = {117},
pages = {102798},
year = {2025}
}
@article{DBLP:journals/inffus/SunY25,
author = {Kuangchi Sun and
Aijun Yin},
title = {Multi-sensor temporal-spatial graph network fusion empirical mode
decomposition convolution for machine fault diagnosis},
journal = {Inf. Fusion},
volume = {114},
pages = {102708},
year = {2025}
}
@article{DBLP:journals/inffus/WangQXT25,
author = {Haoyu Wang and
Xihe Qiu and
Yu{-}Jie Xiong and
Xiaoyu Tan},
title = {AutoGRN: An adaptive multi-channel graph recurrent joint optimization
network with Copula-based dependency modeling for spatio-temporal
fusion in electrical power systems},
journal = {Inf. Fusion},
volume = {117},
pages = {102836},
year = {2025}
}
@article{DBLP:journals/inffus/XuDMZZZZ25,
author = {Tao Xu and
Jiaming Deng and
Ruolin Ma and
Zixiang Zhang and
Yingying Zhao and
Zhilong Zhao and
Juntao Zhang},
title = {Hierarchical spatio-temporal graph {ODE} networks for traffic forecasting},
journal = {Inf. Fusion},
volume = {113},
pages = {102614},
year = {2025}
}
@article{DBLP:journals/inffus/ZhuZLWHRP25,
author = {Wujiang Zhu and
Xinyuan Zhou and
Shiyong Lan and
Wenwu Wang and
Zhiang Hou and
Yao Ren and
Tianyi Pan},
title = {A dual branch graph neural network based spatial interpolation method
for traffic data inference in unobserved locations},
journal = {Inf. Fusion},
volume = {114},
pages = {102703},
year = {2025}
}
@article{DBLP:journals/infsof/LingTBLT25,
author = {Miaogui Ling and
Mingwei Tang and
Deng Bian and
Shixuan Lv and
Qi Tang},
title = {A dual graph neural networks model using sequence embedding as graph
nodes for vulnerability detection},
journal = {Inf. Softw. Technol.},
volume = {177},
pages = {107581},
year = {2025}
}
@article{DBLP:journals/infsof/RiquePGAP25,
author = {Thiago Rique and
Mirko Barbosa Perkusich and
Kyller Costa Gorg{\^{o}}nio and
Hyggo Oliveira de Almeida and
Angelo Perkusich},
title = {Constructing the graphical structure of expert-based Bayesian networks
in the context of software engineering: {A} systematic mapping study},
journal = {Inf. Softw. Technol.},
volume = {177},
pages = {107586},
year = {2025}
}
@article{DBLP:journals/integration/LiYL25,
author = {Zongtai Li and
Liang Yang and
Mian Lou},
title = {{DAGNN-RE:} Directed acyclic graph neural network for functional reverse
engineering of gate-level netlist},
journal = {Integr.},
volume = {102},
pages = {102343},
year = {2025}
}
@article{DBLP:journals/integration/MaFSLS25,
author = {Tianliang Ma and
Guangxi Fan and
Xuguang Sun and
Kain Lu Low and
Leilai Shao},
title = {Graph neural network based cell library characterization method for
fast design technology co-optimization},
journal = {Integr.},
volume = {101},
pages = {102316},
year = {2025}
}
@article{DBLP:journals/iotj/LiLGWYF25,
author = {Xinming Li and
Meng Li and
Jiawei Gu and
Yanxue Wang and
Jiachi Yao and
Jianbo Feng},
title = {Energy-Propagation Graph Neural Networks for Enhanced Out-of-Distribution
Fault Analysis in Intelligent Construction Machinery Systems},
journal = {{IEEE} Internet Things J.},
volume = {12},
number = {1},
pages = {531--543},
year = {2025}
}
@article{DBLP:journals/ipm/ChengS25,
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Wenwan Shi},
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title = {Dynamic network security leveraging efficient CoviNet with granger
causality-inspired graph neural networks for data compression in cloud
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Xu Li and
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title = {Complex network structural analysis based on information supplementation
graph contrastive learning},
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author = {Dongdong Chen and
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incomplete multimodal learning in conversational emotion recognition},
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graph neural network},
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Chi Wang and
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title = {Node classification based on structure migration and graph attention
convolutional crossover network},
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title = {Attention-based Graph Clustering Network with Dual Information Interaction},
journal = {Knowl. Based Syst.},
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Zhe Zhang and
Gang Ren and
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title = {{MGCN:} Mamba-integrated spatiotemporal graph convolutional network
for long-term traffic forecasting},
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author = {Jiayang Liu and
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Rui Wang and
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Long Zhang},
title = {A novel multiscale adaptive graph adversarial network for mechanical
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title = {NeutronSketch: An in-depth exploration of redundancy in large-scale
graph neural network training},
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Peng Gao and
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Qiuzhen Lin and
Yuan Bai and
Min Fang and
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title = {Multi-view attention graph convolutional networks for the host prediction
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author = {Charlene Zhi Lin Ong and
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Shan Yao Liew and
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title = {Classification of cognitive syndromes in a Southeast Asian population:
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Liu Fu and
Meng Ma and
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title = {Extended {ARMA} graph neural networks for the prognosis of complex
systems},
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author = {Jieyi Yang and
Yihong Dong and
Guoqing Li},
title = {An Adaptive Dual-channel Multi-modal graph neural network for few-shot
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author = {Han Yang and
Junyuan Fang and
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Dan Li and
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title = {Soft label enhanced graph neural network under heterophily},
journal = {Knowl. Based Syst.},
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author = {Mingxia Zhao and
Jiajun Yu and
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title = {Relation-aware multiplex heterogeneous graph neural network},
journal = {Knowl. Based Syst.},
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author = {Chenyu Zhou and
Wei Huang and
Xinyuan Miao and
Yabin Peng and
Xianglong Kong and
Yi Cao and
Xi Chen},
title = {Fortifying graph neural networks against adversarial attacks via ensemble
learning},
journal = {Knowl. Based Syst.},
volume = {309},
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author = {Xiaoyong Bian and
Xi Chen and
Guorong Yu and
Qian Du},
title = {Equivariant Attention Graph Capsule Network for Remote Sensing Scene
Recognition},
journal = {{IEEE} Geosci. Remote. Sens. Lett.},
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author = {Xiaohan Lei and
Fuding Xie and
Cui Jin},
title = {Gram Angle Field-Based Siamese Graph Convolutional Neural Network
for Hyperspectral Images Classification},
journal = {{IEEE} Geosci. Remote. Sens. Lett.},
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author = {Fengda Zhao and
Zihan Zhou and
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Pengwei Zhang and
Xianshan Li},
title = {ResGAT: {A} Residual Graph Attention Network for Lithology Identification},
journal = {{IEEE} Geosci. Remote. Sens. Lett.},
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author = {Bishal Thapaliya and
Esra Akbas and
Jiayu Chen and
Ram Sapkota and
Bhaskar Ray and
Pranav Suresh and
Vince D. Calhoun and
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title = {Brain networks and intelligence: {A} graph neural network based approach
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author = {Xianhua Zeng and
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title = {Knowledge-driven multi-graph convolutional network for brain network
analysis and potential biomarker discovery},
journal = {Medical Image Anal.},
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author = {Chen Zhao and
Michele Esposito and
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Weihua Zhou},
title = {{HAGMN-UQ:} Hyper association graph matching network with uncertainty
quantification for coronary artery semantic labeling},
journal = {Medical Image Anal.},
volume = {99},
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author = {Javier Garc{\'{\i}}a{-}Sig{\"{u}}enza and
Manuel Curado and
Fara{\'{o}}n Llorens{-}Largo and
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title = {Self explainable graph convolutional recurrent network for spatio-temporal
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author = {Xiao Liu and
Jun{-}Jie Huang and
Wentao Zhao and
Ziyue Wang and
Zihan Chen and
Yi Pan},
title = {{SPA:} {A} poisoning attack framework for graph neural networks through
searching and pairing},
journal = {Mach. Learn.},
volume = {114},
number = {1},
pages = {14},
year = {2025}
}
@article{DBLP:journals/mms/WuZKPZSCZ25,
author = {Junxian Wu and
Yujia Zhang and
Michael Kampffmeyer and
Yi Pan and
Chenyu Zhang and
Shiying Sun and
Hui Chang and
Xiaoguang Zhao},
title = {HierGAT: hierarchical spatial-temporal network with graph and transformer
for video {HOI} detection},
journal = {Multim. Syst.},
volume = {31},
number = {1},
pages = {13},
year = {2025}
}
@article{DBLP:journals/mva/TanS25,
author = {Tao Tan and
Guanglu Sun},
title = {Graph-based relational reasoning network for video question answering},
journal = {Mach. Vis. Appl.},
volume = {36},
number = {1},
pages = {24},
year = {2025}
}
@article{DBLP:journals/networks/BruniCJ25,
author = {Maria Elena Bruni and
Maximiliano Cubillos and
Ola Jabali},
title = {Layered Graph Models for the Electric Vehicle Routing Problem With
Nonlinear Charging Functions},
journal = {Networks},
volume = {85},
number = {1},
pages = {113--126},
year = {2025}
}
@article{DBLP:journals/neuroimage/LiMLMWZZ25,
author = {Chaojun Li and
Kai Ma and
Shengrong Li and
Xiangshui Meng and
Ran Wang and
Daoqiang Zhang and
Qi Zhu},
title = {Multi-channel spatio-temporal graph attention contrastive network
for brain disease diagnosis},
journal = {NeuroImage},
volume = {307},
pages = {121013},
year = {2025}
}
@article{DBLP:journals/nn/AbadalGMMIGSM25,
author = {Sergi Abadal and
Pablo Galv{\'{a}}n and
Alberto M{\'{a}}rmol and
Nadia Mammone and
Cosimo Ieracitano and
Michele Lo Giudice and
Alessandro Salvini and
Francesco Carlo Morabito},
title = {Graph neural networks for electroencephalogram analysis: Alzheimer's
disease and epilepsy use cases},
journal = {Neural Networks},
volume = {181},
pages = {106792},
year = {2025}
}
@article{DBLP:journals/nn/BaiHZ25,
author = {Luyi Bai and
Shuo Han and
Lin Zhu},
title = {Multi-hop interpretable meta learning for few-shot temporal knowledge
graph completion},
journal = {Neural Networks},
volume = {183},
pages = {106981},
year = {2025}
}
@article{DBLP:journals/nn/BoyapatiA25,
author = {Mallika Boyapati and
Ramazan Aygun},
title = {BalancerGNN: Balancer Graph Neural Networks for imbalanced datasets:
{A} case study on fraud detection},
journal = {Neural Networks},
volume = {182},
pages = {106926},
year = {2025}
}
@article{DBLP:journals/nn/CaiZCFWQH25,
author = {Ruichu Cai and
Yuxuan Zhu and
Xuexin Chen and
Yuan Fang and
Min Wu and
Jie Qiao and
Zhifeng Hao},
title = {On the probability of necessity and sufficiency of explaining Graph
Neural Networks: {A} lower bound optimization approach},
journal = {Neural Networks},
volume = {184},
pages = {107065},
year = {2025}
}
@article{DBLP:journals/nn/ChenCWCCTW25,
author = {Yuhong Chen and
Fuhai Chen and
Zhihao Wu and
Zhaoliang Chen and
Zhiling Cai and
Yanchao Tan and
Shiping Wang},
title = {Heterogeneous Graph Embedding with Dual Edge Differentiation},
journal = {Neural Networks},
volume = {183},
pages = {106965},
year = {2025}
}
@article{DBLP:journals/nn/ChenCZJHHL25,
author = {Xuexin Chen and
Ruichu Cai and
Kaitao Zheng and
Zhifan Jiang and
Zhengting Huang and
Zhifeng Hao and
Zijian Li},
title = {Unifying invariant and variant features for graph out-of-distribution
via probability of necessity and sufficiency},
journal = {Neural Networks},
volume = {184},
pages = {107044},
year = {2025}
}
@article{DBLP:journals/nn/ChenGPWLDH25,
author = {Mukun Chen and
Xiuwen Gong and
Shirui Pan and
Jia Wu and
Fu Lin and
Bo Du and
Wenbin Hu},
title = {Unified Knowledge-Guided Molecular Graph Encoder with multimodal fusion
and multi-task learning},
journal = {Neural Networks},
volume = {184},
pages = {107068},
year = {2025}
}
@article{DBLP:journals/nn/ChenL25,
author = {Lizhi Chen and
Kesen Li},
title = {Multi-Modal Graph Aggregation Transformer for image captioning},
journal = {Neural Networks},
volume = {181},
pages = {106813},
year = {2025}
}
@article{DBLP:journals/nn/ChenLZW25,
author = {Zhikui Chen and
Lifang Li and
Xu Zhang and
Han Wang},
title = {Deep graph clustering via aligning representation learning},
journal = {Neural Networks},
volume = {183},
pages = {106927},
year = {2025}
}
@article{DBLP:journals/nn/DInvernoBR25,
author = {Giuseppe Alessio D'Inverno and
Simone Brugiapaglia and
Mirco Ravanelli},
title = {Generalization limits of Graph Neural Networks in identity effects
learning},
journal = {Neural Networks},
volume = {181},
pages = {106793},
year = {2025}
}
@article{DBLP:journals/nn/DInvernoBS25,
author = {Giuseppe Alessio D'Inverno and
Monica Bianchini and
Franco Scarselli},
title = {{VC} dimension of Graph Neural Networks with Pfaffian activation functions},
journal = {Neural Networks},
volume = {182},
pages = {106924},
year = {2025}
}
@article{DBLP:journals/nn/FanWCWW25,
author = {Jin Fan and
Wenchao Weng and
Qikai Chen and
Huifeng Wu and
Jia Wu},
title = {PDG2Seq: Periodic Dynamic Graph to Sequence Model for Traffic Flow
Prediction},
journal = {Neural Networks},
volume = {183},
pages = {106941},
year = {2025}
}
@article{DBLP:journals/nn/FuCXLYHW25,
author = {Yang{-}Geng Fu and
Xinlong Chen and
Shuling Xu and
Jin Li and
Xi Yao and
Ziyang Huang and
Ying{-}Ming Wang},
title = {{GSSCL:} {A} framework for Graph Self-Supervised Curriculum Learning
based on clustering label smoothing},
journal = {Neural Networks},
volume = {181},
pages = {106787},
year = {2025}
}
@article{DBLP:journals/nn/FuQSSWSLLI25,
author = {Changzeng Fu and
Fengkui Qian and
Kaifeng Su and
Yikai Su and
Ze Wang and
Jiaqi Shi and
Zhigang Liu and
Chaoran Liu and
Carlos Toshinori Ishi},
title = {HiMul-LGG: {A} hierarchical decision fusion-based local-global graph
neural network for multimodal emotion recognition in conversation},
journal = {Neural Networks},
volume = {181},
pages = {106764},
year = {2025}
}
@article{DBLP:journals/nn/GuanCXLHFCGL25,
author = {Quanlong Guan and
Xinghe Cheng and
Fang Xiao and
Zhuzhou Li and
Chaobo He and
Liangda Fang and
Guanliang Chen and
Zhiguo Gong and
Weiqi Luo},
title = {Explainable exercise recommendation with knowledge graph},
journal = {Neural Networks},
volume = {183},
pages = {106954},
year = {2025}
}
@article{DBLP:journals/nn/GuoYHCYW25,
author = {Xianwei Guo and
Zhiyong Yu and
Fangwan Huang and
Xing Chen and
Dingqi Yang and
Jiangtao Wang},
title = {Dynamic meta-graph convolutional recurrent network for heterogeneous
spatiotemporal graph forecasting},
journal = {Neural Networks},
volume = {181},
pages = {106805},
year = {2025}
}
@article{DBLP:journals/nn/HanXCYL25,
author = {Shuo Han and
Yaling Xun and
Jianghui Cai and
Haifeng Yang and
Yanfeng Li},
title = {DyGraphformer: Transformer combining dynamic spatio-temporal graph
network for multivariate time series forecasting},
journal = {Neural Networks},
volume = {181},
pages = {106776},
year = {2025}
}
@article{DBLP:journals/nn/HeCYTG25,
author = {Chaobo He and
Hao Cheng and
Jiaqi Yang and
Yong Tang and
Quanlong Guan},
title = {Signed graph embedding via multi-order neighborhood feature fusion
and contrastive learning},
journal = {Neural Networks},
volume = {182},
pages = {106897},
year = {2025}
}
@article{DBLP:journals/nn/HuangXJY25,
author = {Jiao Huang and
Qianli Xing and
Jinglong Ji and
Bo Yang},
title = {PerCNet: Periodic complete representation for crystal graphs},
journal = {Neural Networks},
volume = {181},
pages = {106841},
year = {2025}
}
@article{DBLP:journals/nn/LewisJTCP25,
author = {Madison Lewis and
Wenlong Jiang and
Nicholas D. Theis and
Joshua Cape and
Konasale M. Prasad},
title = {Classification of psychosis spectrum disorders using graph convolutional
networks with structurally constrained functional connectomes},
journal = {Neural Networks},
volume = {181},
pages = {106771},
year = {2025}
}
@article{DBLP:journals/nn/LiLGLQW25,
author = {De Li and
Xianxian Li and
Zeming Gan and
Qiyu Li and
Bin Qu and
Jinyan Wang},
title = {Rethinking the impact of noisy labels in graph classification: {A}
utility and privacy perspective},
journal = {Neural Networks},
volume = {182},
pages = {106919},
year = {2025}
}
@article{DBLP:journals/nn/LiXZCZB25,
author = {Gang Li and
Jinjie Xie and
Ling Zhang and
Guijuan Cheng and
Kairu Zhang and
Mingqi Bai},
title = {Dynamic graph consistency and self-contrast learning for semi-supervised
medical image segmentation},
journal = {Neural Networks},
volume = {184},
pages = {107063},
year = {2025}
}
@article{DBLP:journals/nn/LiuHZZ25,
author = {Yunhui Liu and
Tieke He and
Tao Zheng and
Jianhua Zhao},
title = {Negative-Free Self-Supervised Gaussian Embedding of Graphs},
journal = {Neural Networks},
volume = {181},
pages = {106846},
year = {2025}
}
@article{DBLP:journals/nn/LiuXSWLWC25,
author = {Zhaowei Liu and
Miaosi Xie and
Yongchao Song and
Lihong Wang and
Yunhong Lu and
Haiyang Wang and
Xiaolong Chen},
title = {{BAB-GSL:} Using Bayesian influence with attention mechanism to optimize
graph structure in basic views},
journal = {Neural Networks},
volume = {181},
pages = {106785},
year = {2025}
}
@article{DBLP:journals/nn/LiuXYXPPDYF25,
author = {Xin Liu and
Xunbin Xiong and
Mingyu Yan and
Runzhen Xue and
Shirui Pan and
Songwen Pei and
Lei Deng and
Xiaochun Ye and
Dongrui Fan},
title = {DropNaE: Alleviating irregularity for large-scale graph representation
learning},
journal = {Neural Networks},
volume = {183},
pages = {106930},
year = {2025}
}
@article{DBLP:journals/nn/LiuYGMZWHD25,
author = {Chuang Liu and
Wenhang Yu and
Kuang Gao and
Xueqi Ma and
Yibing Zhan and
Jia Wu and
Wenbin Hu and
Bo Du},
title = {Graph explicit pooling for graph-level representation learning},
journal = {Neural Networks},
volume = {181},
pages = {106790},
year = {2025}
}
@article{DBLP:journals/nn/MoPWTLJ25,
author = {Xian Mo and
Jun Pang and
Binyuan Wan and
Rui Tang and
Hao Liu and
Shuyu Jiang},
title = {Multi-relational graph contrastive learning with learnable graph augmentation},
journal = {Neural Networks},
volume = {181},
pages = {106757},
year = {2025}
}
@article{DBLP:journals/nn/PengMLDFLLL25,
author = {Wei Peng and
Yanhan Ma and
Chunshan Li and
Wei Dai and
Xiaodong Fu and
Li Liu and
Lijun Liu and
Jin Liu},
title = {Fusion of brain imaging genetic data for alzheimer's disease diagnosis
and causal factors identification using multi-stream attention mechanisms
and graph convolutional networks},
journal = {Neural Networks},
volume = {184},
pages = {107020},
year = {2025}
}
@article{DBLP:journals/nn/QuanZZXNS25,
author = {Pei Quan and
Lei Zheng and
Wen Zhang and
Yang Xiao and
Lingfeng Niu and
Yong Shi},
title = {ExGAT: Context extended graph attention neural network},
journal = {Neural Networks},
volume = {181},
pages = {106784},
year = {2025}
}
@article{DBLP:journals/nn/SunCLDWLY25,
author = {Jiawei Sun and
Ruoxin Chen and
Jie Li and
Yue Ding and
Chentao Wu and
Zhi Liu and
Junchi Yan},
title = {Understanding and mitigating dimensional collapse of Graph Contrastive
Learning: {A} non-maximum removal approach},
journal = {Neural Networks},
volume = {181},
pages = {106652},
year = {2025}
}
@article{DBLP:journals/nn/SunZWFT25,
author = {Yundong Sun and
Dongjie Zhu and
Yansong Wang and
Yansheng Fu and
Zhaoshuo Tian},
title = {{GTC:} GNN-Transformer co-contrastive learning for self-supervised
heterogeneous graph representation},
journal = {Neural Networks},
volume = {181},
pages = {106645},
year = {2025}
}
@article{DBLP:journals/nn/TaoLXXL25,
author = {Qian Tao and
Chenghao Liu and
Yuhan Xia and
Yong Xu and
Lusi Li},
title = {Adaptive multi-graph contrastive learning for bundle recommendation},
journal = {Neural Networks},
volume = {181},
pages = {106832},
year = {2025}
}
@article{DBLP:journals/nn/WangFL25,
author = {Zidong Wang and
Huilong Fan and
Jun Long},
title = {Corrigendum to "Multi-view Graph Pooling with Coarsened Graph Disentanglement"
[Neural Networks 174 {(2024)} 1-10/106221]},
journal = {Neural Networks},
volume = {182},
pages = {106879},
year = {2025}
}
@article{DBLP:journals/nn/WangYYSWXD25,
author = {Dongjing Wang and
Haojiang Yao and
Dongjin Yu and
Shiyu Song and
He Weng and
Guandong Xu and
Shuiguang Deng},
title = {Graph Intention Embedding Neural Network for tag-aware recommendation},
journal = {Neural Networks},
volume = {184},
pages = {107062},
year = {2025}
}
@article{DBLP:journals/nn/WeiFWXC25,
author = {Pengcheng Wei and
Yuan Fang and
Zhihao Wen and
Zheng Xiao and
Binbin Chen},
title = {An end-to-end bi-objective approach to deep graph partitioning},
journal = {Neural Networks},
volume = {181},
pages = {106823},
year = {2025}
}
@article{DBLP:journals/nn/WuMXLZ25,
author = {Jie Wu and
Jiquan Ma and
Heran Xi and
Jinbao Li and
Jinghua Zhu},
title = {Multi-scale graph harmonies: Unleashing U-Net's potential for medical
image segmentation through contrastive learning},
journal = {Neural Networks},
volume = {182},
pages = {106914},
year = {2025}
}
@article{DBLP:journals/nn/XiongWYSZ25,
author = {Xin Xiong and
Xiangyu Wang and
Suorong Yang and
Furao Shen and
Jian Zhao},
title = {{GMNI:} Achieve good data augmentation in unsupervised graph contrastive
learning},
journal = {Neural Networks},
volume = {181},
pages = {106804},
year = {2025}
}
@article{DBLP:journals/nn/YanGAWL25,
author = {Hui Yan and
Yuan Gao and
Guoguo Ai and
Huan Wang and
Xin Li},
title = {Contrastive message passing for robust graph neural networks with
sparse labels},
journal = {Neural Networks},
volume = {182},
pages = {106912},
year = {2025}
}
@article{DBLP:journals/nn/YangWG25,
author = {Meng Yang and
Yihao Wang and
Yu Gu},
title = {Language-based reasoning graph neural network for commonsense question
answering},
journal = {Neural Networks},
volume = {181},
pages = {106816},
year = {2025}
}
@article{DBLP:journals/nn/ZengLZJGW25,
author = {Xinyi Zeng and
Shuchao Li and
Zequn Zhang and
Li Jin and
Zhi Guo and
Kaiwen Wei},
title = {{RAIN:} Reconstructed-aware in-context enhancement with graph denoising
for session-based recommendation},
journal = {Neural Networks},
volume = {184},
pages = {107056},
year = {2025}
}
@article{DBLP:journals/nn/ZhangHMC25,
author = {Fuzhi Zhang and
Chenghang Huo and
Ru Ma and
Jinbo Chao},
title = {Local interpretable spammer detection model with multi-head graph
channel attention network},
journal = {Neural Networks},
volume = {184},
pages = {107069},
year = {2025}
}
@article{DBLP:journals/nn/ZhangPCLQ25,
author = {Xiao Zhang and
Xinyu Pu and
Hangjun Che and
Cheng Liu and
Jun Qin},
title = {Two-step graph propagation for incomplete multi-view clustering},
journal = {Neural Networks},
volume = {183},
pages = {106944},
year = {2025}
}
@article{DBLP:journals/nn/ZhangYCLLZ25,
author = {Guixian Zhang and
Guan Yuan and
Debo Cheng and
Lin Liu and
Jiuyong Li and
Shichao Zhang},
title = {Disentangled contrastive learning for fair graph representations},
journal = {Neural Networks},
volume = {181},
pages = {106781},
year = {2025}
}
@article{DBLP:journals/nn/ZhangZLYZH25,
author = {Shengzhong Zhang and
Yimin Zhang and
Bisheng Li and
Wenjie Yang and
Min Zhou and
Zengfeng Huang},
title = {Graph Batch Coarsening framework for scalable graph neural networks},
journal = {Neural Networks},
volume = {183},
pages = {106931},
year = {2025}
}
@article{DBLP:journals/nn/ZhengZXGXLLGB25,
author = {Zhuonan Zheng and
Sheng Zhou and
Hongjia Xu and
Ming Gu and
Yilun Xu and
Ao Li and
Yuhong Li and
Jingjun Gu and
Jiajun Bu},
title = {Heterophilous distribution propagation for Graph Neural Networks},
journal = {Neural Networks},
volume = {184},
pages = {107014},
year = {2025}
}
@article{DBLP:journals/nn/ZhengZYZ25,
author = {Xiaohan Zheng and
Li Zhang and
Leilei Yan and
Lei Zhao},
title = {A robust semi-supervised regressor with correntropy-induced manifold
regularization and adaptive graph},
journal = {Neural Networks},
volume = {182},
pages = {106902},
year = {2025}
}
@article{DBLP:journals/nn/ZhuZLJW25,
author = {Chenyang Zhu and
Lanlan Zhang and
Weibin Luo and
Guangqi Jiang and
Qian Wang},
title = {Tensorial multiview low-rank high-order graph learning for context-enhanced
domain adaptation},
journal = {Neural Networks},
volume = {181},
pages = {106859},
year = {2025}
}
@article{DBLP:journals/npl/ZongHGZW25,
author = {Liansong Zong and
Dongfeng Hu and
Qingchi Gui and
Pengfei Zhang and
Jie Wang},
title = {Jointly Learning Type-Aware Relations and Inter-Aspect with Graph
Convolutional Networks for Aspect Sentiment Analysis},
journal = {Neural Process. Lett.},
volume = {57},
number = {1},
pages = {3},
year = {2025}
}
@article{DBLP:journals/paa/SongQW25,
author = {Ge Song and
Yu Qian and
Yi Wang},
title = {Stgcn-pad: a spatial-temporal graph convolutional network for detecting
abnormal pedestrian motion patterns at grade crossings},
journal = {Pattern Anal. Appl.},
volume = {28},
number = {1},
pages = {2},
year = {2025}
}
@article{DBLP:journals/pr/BaoGLHC25,
author = {Xianfu Bao and
Xiaofeng Guo and
Peng Lin and
Huafei Huang and
Jiuwen Cao},
title = {Preterm infant limb movement recognition with graph and convolution
fusion network},
journal = {Pattern Recognit.},
volume = {158},
pages = {110980},
year = {2025}
}
@article{DBLP:journals/pr/ChenZXZZ25,
author = {Dong Chen and
Shuai Zheng and
Muhao Xu and
Zhenfeng Zhu and
Yao Zhao},
title = {SiGNN: {A} spike-induced graph neural network for dynamic graph representation
learning},
journal = {Pattern Recognit.},
volume = {158},
pages = {111026},
year = {2025}
}
@article{DBLP:journals/pr/GuoYLQ25,
author = {Qihang Guo and
Xibei Yang and
Ming Li and
Yuhua Qian},
title = {Collaborative graph neural networks for augmented graphs: {A} local-to-global
perspective},
journal = {Pattern Recognit.},
volume = {158},
pages = {111020},
year = {2025}
}
@article{DBLP:journals/pr/HouLSWSLT25,
author = {Mingjie Hou and
Zhenyu Liu and
Guodong Sa and
Yueyang Wang and
Jiacheng Sun and
Zhinan Li and
Jianrong Tan},
title = {Parallel multi-scale dynamic graph neural network for multivariate
time series forecasting},
journal = {Pattern Recognit.},
volume = {158},
pages = {111037},
year = {2025}
}
@article{DBLP:journals/pr/LiSSZXW25,
author = {Yujie Li and
Tao Sun and
Zezhi Shao and
Yiqiang Zhen and
Yongjun Xu and
Fei Wang},
title = {Trajectory-User Linking via Multi-Scale Graph Attention Network},
journal = {Pattern Recognit.},
volume = {158},
pages = {110978},
year = {2025}
}
@article{DBLP:journals/pr/LuoLHMCQY25,
author = {Shijie Luo and
He Li and
Jianbin Huang and
Xiaoke Ma and
Jiangtao Cui and
Shaojie Qiao and
Jaesoo Yoo},
title = {Group link prediction in bipartite graphs with graph neural networks},
journal = {Pattern Recognit.},
volume = {158},
pages = {110977},
year = {2025}
}
@article{DBLP:journals/pr/SunHGCLY25,
author = {Chuxiong Sun and
Jie Hu and
Hongming Gu and
Jinpeng Chen and
Wei Liang and
Mingchuan Yang},
title = {Scalable and Adaptive Graph Neural Networks with Self-Label-Enhanced
Training},
journal = {Pattern Recognit.},
volume = {160},
pages = {111210},
year = {2025}
}
@article{DBLP:journals/pr/WangCCL25,
author = {Siheng Wang and
Guitao Cao and
Wenming Cao and
Yan Li},
title = {{NLA-GNN:} Non-local information aggregated graph neural network for
heterogeneous graph embedding},
journal = {Pattern Recognit.},
volume = {158},
pages = {110940},
year = {2025}
}
@article{DBLP:journals/pr/WangSLHWZZ25,
author = {Yu Wang and
Zhenfeng Shao and
Tao Lu and
Xiao Huang and
Jiaming Wang and
Zhizheng Zhang and
Xiaolong Zuo},
title = {Lightweight remote sensing super-resolution with multi-scale graph
attention network},
journal = {Pattern Recognit.},
volume = {160},
pages = {111178},
year = {2025}
}
@article{DBLP:journals/pr/WuDWLN25,
author = {Zhize Wu and
Yue Ding and
Long Wan and
Teng Li and
Fudong Nian},
title = {Local and global self-attention enhanced graph convolutional network
for skeleton-based action recognition},
journal = {Pattern Recognit.},
volume = {159},
pages = {111106},
year = {2025}
}
@article{DBLP:journals/pr/YangYWG25,
author = {Xi Yang and
Xingyilang Yin and
Nannan Wang and
Xinbo Gao},
title = {Associative graph convolution network for point cloud analysis},
journal = {Pattern Recognit.},
volume = {159},
pages = {111152},
year = {2025}
}
@article{DBLP:journals/pr/ZhangHCZZ25,
author = {Jianfu Zhang and
Yan Hong and
Dawei Cheng and
Liqing Zhang and
Qibin Zhao},
title = {Defending adversarial attacks in Graph Neural Networks via tensor
enhancement},
journal = {Pattern Recognit.},
volume = {158},
pages = {110954},
year = {2025}
}
@article{DBLP:journals/prl/StanovicGB25,
author = {Stevan Stanovic and
Benoit Ga{\"{u}}z{\`{e}}re and
Luc Brun},
title = {Graph Neural Networks with maximal independent set-based pooling:
Mitigating over-smoothing and over-squashing},
journal = {Pattern Recognit. Lett.},
volume = {187},
pages = {14--20},
year = {2025}
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author = {Lukas Faber},
title = {Explaining and Improving Communication in Graph Neural Networks},
school = {{ETH} Zurich, Z{\"{u}}rich, Switzerland},
year = {2024}
}
@phdthesis{DBLP:phd/basesearch/Giuliari24,
author = {Francesco Giuliari},
title = {Spatial Reasoning with Graph Neural Networks},
school = {University of Genoa, Italy},
year = {2024}
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@phdthesis{DBLP:phd/basesearch/Miglioli24,
author = {Cesare Miglioli},
title = {Contributions to the Statistical Analysis of Networks and Graphs},
school = {University of Geneva, Switzerland},
year = {2024}
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@phdthesis{DBLP:phd/basesearch/Pavel24,
author = {Alisa Pavel},
title = {Knowledge Graphs, Network Models and Health Data Science Approaches
for Toxicology and Pharmacology},
school = {University of Tampere, Finland},
year = {2024}
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@phdthesis{DBLP:phd/dnb/Hansenne24,
author = {Kiara Hansenne},
title = {Exploring quantum information theory through graphs and networks},
school = {University of Siegen, Germany},
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author = {Anna Himmelhuber},
title = {Combining Symbolic and Sub-symbolic Methods for explaining Graph Neural
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school = {Technical University of Munich, Germany},
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title = {Graph representation learning for security analytics in decentralized
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school = {Gottfried Wilhelm Leibniz Universit{\"{a}}t, Hannover, Germany},
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title = {Classification, prediction and evaluation of graph neural networks
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school = {University of Potsdam, Germany},
year = {2024}
}
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author = {Guillermo Bern{\'{a}}rdez},
title = {Multi-agent graph learning-based optimization and its applications
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title = {Enhancing Distance Prediction through Monocular Depth Estimation based
on Graph Convolutional Networks},
school = {University of Rovira i Virgili, Spain},
year = {2024}
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title = {Leveraging graph neural networks for optimization and traffic compression
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title = {Securing {P2P} resource sharing via blockchain and GNN-based trust.
(S{\'{e}}curiser le partage de ressources {P2P} via la blockchain
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school = {Polytechnic Institute of Paris, Palaiseau, France},
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title = {Towards Effective And Efficient Graph Neural Networks},
school = {University of California, Los Angeles, {USA}},
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title = {Finding Communities in Social Networks Using Graph Embeddings},
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title = {Securing Data From Side-Channel Attacks: {A} Graph Neural Network-Based
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Mohammad Abu Tareq Rony and
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Tianqing Zhu and
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Mostafa Haghir Chehreghani and
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title = {A review of graph neural network applications in mechanics-related
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number = {11},
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author = {Woyu Zhang and
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Ning Lin and
Yi Li and
Jun Wang and
Jinshan Yue and
Chunmeng Dou and
Xiaoxin Xu and
Zhongrui Wang and
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title = {Fully Binarized Graph Convolutional Network Accelerator Based on In-Memory
Computing with Resistive Random-Access Memory},
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M. Arulperumjothi and
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title = {Metric Dimension of Irregular Convex Triangular Networks},
journal = {{AKCE} Int. J. Graphs Comb.},
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author = {Juan Chen and
Rui Huang},
title = {Multi-Source Data-Driven Local-Global Dynamic Multi-Graph Convolutional
Network for Bike-Sharing Demands Prediction},
journal = {Algorithms},
volume = {17},
number = {9},
pages = {384},
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author = {Arman Ferdowsi and
Maryam Dehghan Chenary},
title = {Gain and Pain in Graph Partitioning: Finding Accurate Communities
in Complex Networks},
journal = {Algorithms},
volume = {17},
number = {6},
pages = {226},
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}
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author = {Fernando Javier Aguilar Canto and
Carlos Brito{-}Loeza and
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title = {Model discovery of compartmental models with Graph-Supported Neural
Networks},
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volume = {464},
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author = {Ginevra Covoni and
Francesco Montomoli and
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volume = {339},
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author = {Benjamin A. Miller and
Kevin S. Chan and
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author = {Jie Ben and
Qiguo Sun and
Keyu Liu and
Xibei Yang and
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title = {Multi-head multi-order graph attention networks},
journal = {Appl. Intell.},
volume = {54},
number = {17-18},
pages = {8092--8107},
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@article{DBLP:journals/apin/BikramDB24,
author = {Pritam Bikram and
Shubhajyoti Das and
Arindam Biswas},
title = {Attentive graph structure learning embedded in deep spatial-temporal
graph neural network for traffic forecasting},
journal = {Appl. Intell.},
volume = {54},
number = {3},
pages = {2716--2749},
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author = {Guanghai Chen and
Xin Chen and
Chengzhi Zheng and
Junshu Wang and
Xinchao Liu and
Yuxing Han},
title = {Spatiotemporal smoothing aggregation enhanced multi-scale residual
deep graph convolutional networks for skeleton-based gait recognition},
journal = {Appl. Intell.},
volume = {54},
number = {8},
pages = {6154--6174},
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}
@article{DBLP:journals/apin/FangWXC24,
author = {Jie Fang and
Zhichao Wu and
Mengyun Xu and
Hongting Chen},
title = {Multistep traffic speed prediction from multiple time-scale spatiotemporal
features using graph attention network},
journal = {Appl. Intell.},
volume = {54},
number = {15-16},
pages = {7479--7492},
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author = {Yu Fu and
Xindi Liu and
Bin Yu},
title = {PD-GATv2: positive difference second generation graph attention network
based on multi-granularity in information systems to classification},
journal = {Appl. Intell.},
volume = {54},
number = {6},
pages = {5081--5096},
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}
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author = {Tingting Hang and
Jun Feng and
Yunfeng Wang and
Le Yan},
title = {Graph neural networks with selective attention and path reasoning
for document-level relation extraction},
journal = {Appl. Intell.},
volume = {54},
number = {7},
pages = {5353--5372},
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author = {Xiangheng Huang and
Ningjiang Chen and
Ziyue Deng and
Suqun Huang},
title = {Multivariate time series anomaly detection via dynamic graph attention
network and Informer},
journal = {Appl. Intell.},
volume = {54},
number = {17-18},
pages = {7636--7658},
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}
@article{DBLP:journals/apin/HuangCLMH24,
author = {Haichao Huang and
Zhi{-}heng Chen and
Bo{-}wen Li and
Qing{-}hai Ma and
Hong{-}Di He},
title = {FeSTGCN: {A} frequency-enhanced spatio-temporal graph convolutional
network for traffic flow prediction under adaptive signal timing},
journal = {Appl. Intell.},
volume = {54},
number = {6},
pages = {4848--4864},
year = {2024}
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author = {Hui Jia and
Zixuan Yu and
Yanping Chen and
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title = {Spatial-temporal multi-factor fusion graph neural network for traffic
prediction},
journal = {Appl. Intell.},
volume = {54},
number = {19},
pages = {9464--9487},
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author = {Atkia Akila Karim and
Naushin Nower},
title = {Probabilistic spatio-temporal graph convolutional network for traffic
forecasting},
journal = {Appl. Intell.},
volume = {54},
number = {11-12},
pages = {7070--7085},
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author = {Muhammad Asif Khan and
Bhuyan Kaibalya Prasad and
Guilin Qi and
Wei Song and
Fanghua Ye and
Zafar Ali and
Irfan Ullah and
Pavlos Kefalas},
title = {{UTMGAT:} a unified transformer with memory encoder and graph attention
networks for multidomain dialogue state tracking},
journal = {Appl. Intell.},
volume = {54},
number = {17-18},
pages = {8347--8366},
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author = {Chao Li and
Runshuo Liu and
Jinhu Fu and
Zhongying Zhao and
Hua Duan and
Qingtian Zeng},
title = {{DGNN-MN:} Dynamic Graph Neural Network via memory regenerate and
neighbor propagation},
journal = {Appl. Intell.},
volume = {54},
number = {19},
pages = {9253--9268},
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author = {Xinlu Li and
Yujie Tian and
Shengwei Ji},
title = {Semantic- and relation-based graph neural network for knowledge graph
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volume = {54},
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author = {Ruiling Li and
Song Wu and
Jinyu Tu and
Limei Peng and
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title = {An enhanced graph convolutional network with property fusion for acupoint
recommendation},
journal = {Appl. Intell.},
volume = {54},
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author = {Xiaohong Li and
Ben You and
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title = {Dual-view graph convolutional network for multi-label text classification},
journal = {Appl. Intell.},
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author = {Chao Li and
Xiangkai Zhu and
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Lingtao Su and
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title = {{MHGNN:} Multi-view fusion based Heterogeneous Graph Neural Network},
journal = {Appl. Intell.},
volume = {54},
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author = {Qiaokang Liang and
Jintao Li and
Hai Qin and
Mingfeng Liu and
Xiao Xiao and
Dongbo Zhang and
Yaonan Wang and
Dan Zhang},
title = {{MHA-DGCLN:} multi-head attention-driven dynamic graph convolutional
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volume = {54},
number = {24},
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author = {Haibin Liao and
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Li Yuan and
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volume = {54},
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pages = {11933--11948},
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author = {Xiaojun Lou and
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author = {Minhoi Park and
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Yang He and
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author = {Yanfeng Sun and
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author = {Yuxin Tang and
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title = {Type-adaptive graph Transformer for heterogeneous information networks},
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author = {Haoyu Wang and
Xihe Qiu and
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title = {Multivariate graph neural networks on enhancing syntactic and semantic
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volume = {54},
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title = {Multimodal sentiment analysis based on cross-instance graph neural
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author = {Jiaoju Wang and
Jian Song and
Zheng Wang and
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Mengli Kong and
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Muzhou Hou and
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title = {Auto-metric distribution propagation graph neural network with a meta-learning
strategy for diagnosis of otosclerosis},
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Yuwei Wu and
Fuyuan Zhang and
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title = {MPNet: temporal knowledge graph completion based on a multi-policy
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volume = {54},
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author = {Guangli Wu and
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title = {Parameterized multi-perspective graph learning network for temporal
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author = {Changri Xiong and
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title = {Knowledge graph network-driven process reasoning for laser metal additive
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author = {Xuhua Yang and
Qi{-}Yao Li and
Dong Wei and
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title = {Implicit relational attention network for few-shot knowledge graph
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author = {Shiyu Yang and
Qunyong Wu and
Yuhang Wang and
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title = {{SSGCRTN:} a space-specific graph convolutional recurrent transformer
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volume = {54},
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author = {Xuhua Yang and
Dong Wei and
Lian Zhang and
Gang{-}Feng Ma and
Xin{-}Li Xu and
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title = {Task-related network based on meta-learning for few-shot knowledge
graph completion},
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author = {Qihang Zhao and
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title = {Joint learning of structural and textual information on propagation
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author = {Yuntian Zhu and
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title = {A period-extracted multi-featured dynamic graph convolution network
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volume = {54},
number = {11-12},
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Yanan Liu and
Erich W. Graf and
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title = {Applying vision-guided graph neural networks for adaptive task planning
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journal = {Adv. Robotics},
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@article{DBLP:journals/artmed/BhattacharyaP24,
author = {Anushree Bhattacharya and
Madhumangal Pal},
title = {Prediction on nature of cancer by fuzzy graphoidal covering number
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journal = {Artif. Intell. Medicine},
volume = {148},
pages = {102783},
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author = {Hryhorii Chereda and
Andreas Leha and
Tim Bei{\ss}barth},
title = {Stable feature selection utilizing Graph Convolutional Neural Network
and Layer-wise Relevance Propagation for biomarker discovery in breast
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journal = {Artif. Intell. Medicine},
volume = {151},
pages = {102840},
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Rayyan Azam Khan and
Bo Liao and
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Fang{-}Xiang Wu},
title = {SG-Fusion: {A} swin-transformer and graph convolution-based multi-modal
deep neural network for glioma prognosis},
journal = {Artif. Intell. Medicine},
volume = {157},
pages = {102972},
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@article{DBLP:journals/artmed/LiuXGSZ24,
author = {Yuansheng Liu and
Xinyan Xia and
Yongshun Gong and
Bosheng Song and
Xiangxiang Zeng},
title = {{SSR-DTA:} Substructure-aware multi-layer graph neural networks for
drug-target binding affinity prediction},
journal = {Artif. Intell. Medicine},
volume = {157},
pages = {102983},
year = {2024}
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@article{DBLP:journals/artmed/YangFZZ24,
author = {Runtao Yang and
Yao Fu and
Qian Zhang and
Lina Zhang},
title = {{GCNGAT:} Drug-disease association prediction based on graph convolution
neural network and graph attention network},
journal = {Artif. Intell. Medicine},
volume = {150},
pages = {102805},
year = {2024}
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@article{DBLP:journals/artmed/ZhangKLCZWS24,
author = {Wei Zhang and
Ling Kong and
Soobin Lee and
Yan Chen and
Guangxu Zhang and
Hao Wang and
Min Song},
title = {Detecting mental and physical disorders using multi-task learning
equipped with knowledge graph attention network},
journal = {Artif. Intell. Medicine},
volume = {149},
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@article{DBLP:journals/asc/AlamdariED24,
author = {Milad Kamali Alamdari and
Akbar Esfahanipour and
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title = {A portfolio trading system using a novel pixel graph network for stock
selection and a mean-CDaR optimization for portfolio rebalancing},
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@article{DBLP:journals/asc/CaiDXC24,
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Xingjie Zhao and
Hongfei Zhang and
Bo Gao and
Guohua Wang},
title = {{GAADE:} identification spatially variable genes based on adaptive
graph attention network},
journal = {Briefings Bioinform.},
volume = {26},
number = {1},
year = {2024}
}
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Xiang Zhang and
Zhenao Wu and
Jixiang Ren and
Zhongqian Zhao and
Hongfei Zhang and
Guohua Wang and
Tao Wang},
title = {{VGAE-CCI:} variational graph autoencoder-based construction of 3D
spatial cell-cell communication network},
journal = {Briefings Bioinform.},
volume = {26},
number = {1},
year = {2024}
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Xiang Zhang and
Zhenao Wu and
Jixiang Ren and
Zhongqian Zhao and
Hongfei Zhang and
Guohua Wang and
Tao Wang},
title = {{VGAE-CCI:} variational graph autoencoder-based construction of 3D
spatial cell-cell communication network},
journal = {Briefings Bioinform.},
volume = {26},
number = {1},
year = {2024}
}
@article{DBLP:journals/bioinformatics/GaoCW24,
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Kai Cao and
Lin Wan},
title = {Graspot: a graph attention network for spatial transcriptomics data
integration with optimal transport},
journal = {Bioinform.},
volume = {40},
number = {Supplement{\_}2},
pages = {ii137--ii145},
year = {2024}
}
@article{DBLP:journals/bioinformatics/HaoLFSC24,
author = {Yuelei Hao and
Xuyang Liu and
Haohao Fu and
Xueguang Shao and
Wensheng Cai},
title = {PGAT-ABPp: harnessing protein language models and graph attention
networks for antibacterial peptide identification with remarkable
accuracy},
journal = {Bioinform.},
volume = {40},
number = {8},
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title = {Geometry-complete perceptron networks for 3D molecular graphs},
journal = {Bioinform.},
volume = {40},
number = {2},
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Sukrit Gupta and
Christoph N. Schlaffner and
Saima Ahmed and
Hanno Steen and
Bernhard Y. Renard and
Katharina Baum},
title = {PEPerMINT: peptide abundance imputation in mass spectrometry-based
proteomics using graph neural networks},
journal = {Bioinform.},
volume = {40},
number = {Supplement{\_}2},
pages = {ii70--ii78},
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author = {Jue Yang and
Weiwen Wang and
Xiwen Zhang},
title = {scSemiGCN: boosting cell-type annotation from noise-resistant graph
neural networks with extremely limited supervision},
journal = {Bioinform.},
volume = {40},
number = {2},
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author = {Hajer Akid and
Kirsley Chennen and
Gabriel Frey and
Julie Dawn Thompson and
Mounir Ben Ayed and
Nicolas Lachiche},
title = {Graph-based machine learning model for weight prediction in protein-protein
networks},
journal = {{BMC} Bioinform.},
volume = {25},
number = {1},
pages = {349},
year = {2024}
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volume = {25},
number = {1},
pages = {211},
year = {2024}
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author = {Zijian Feng and
Weihong Huang and
Haohao Li and
Hancan Zhu and
Yanlei Kang and
Zhong Li},
title = {{DGCPPISP:} a {PPI} site prediction model based on dynamic graph convolutional
network and two-stage transfer learning},
journal = {{BMC} Bioinform.},
volume = {25},
number = {1},
pages = {252},
year = {2024}
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@article{DBLP:journals/bmcbi/KoleBPD24,
author = {Arnab Kole and
Arup Kumar Bag and
Anindya Jyoti Pal and
Debashis De},
title = {Generic model to unravel the deeper insights of viral infections:
an empirical application of evolutionary graph coloring in computational
network biology},
journal = {{BMC} Bioinform.},
volume = {25},
number = {1},
pages = {74},
year = {2024}
}
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author = {Haiyue Kuang and
Zhen Zhang and
Bin Zeng and
Xin Liu and
Hao Zuo and
Xingye Xu and
Lei Wang},
title = {A novel microbe-drug association prediction model based on graph attention
networks and bilayer random forest},
journal = {{BMC} Bioinform.},
volume = {25},
number = {1},
pages = {78},
year = {2024}
}
@article{DBLP:journals/bmcbi/LiN24,
author = {Bingjun Li and
Sheida Nabavi},
title = {A multimodal graph neural network framework for cancer molecular subtype
classification},
journal = {{BMC} Bioinform.},
volume = {25},
number = {1},
pages = {27},
year = {2024}
}
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author = {J. Ouyang and
Y. Gao and
Y. Yang},
title = {{PCP-GC-LM:} single-sequence-based protein contact prediction using
dual graph convolutional neural network and convolutional neural network},
journal = {{BMC} Bioinform.},
volume = {25},
number = {1},
pages = {287},
year = {2024}
}
@article{DBLP:journals/bmcbi/QiYYL24,
author = {Haiou Qi and
Ting Yu and
Wenwen Yu and
Chenxi Liu},
title = {Drug-target affinity prediction with extended graph learning-convolutional
networks},
journal = {{BMC} Bioinform.},
volume = {25},
number = {1},
pages = {75},
year = {2024}
}
@article{DBLP:journals/bmcbi/ShahirSP24,
author = {Jamshaid A. Shahir and
Natalie Stanley and
Jeremy E. Purvis},
title = {Cellograph: a semi-supervised approach to analyzing multi-condition
single-cell RNA-sequencing data using graph neural networks},
journal = {{BMC} Bioinform.},
volume = {25},
number = {1},
pages = {25},
year = {2024}
}
@article{DBLP:journals/bmcbi/WuHZHSYZW24,
author = {Xiaotian Wu and
Wenju Hou and
Ziqi Zhao and
Lan Huang and
Nan Sheng and
Qixing Yang and
Shuangquan Zhang and
Yan Wang},
title = {{MMGAT:} a graph attention network framework for ATAC-seq motifs finding},
journal = {{BMC} Bioinform.},
volume = {25},
number = {1},
pages = {158},
year = {2024}
}
@article{DBLP:journals/bmcbi/YaoDZZ24,
author = {Dengju Yao and
Yuexiao Deng and
Xiaojuan Zhan and
Xiaorong Zhan},
title = {Predicting lncRNA-disease associations using multiple metapaths in
hierarchical graph attention networks},
journal = {{BMC} Bioinform.},
volume = {25},
number = {1},
pages = {46},
year = {2024}
}
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author = {Dengju Yao and
Bailin Li and
Xiaojuan Zhan and
Xiaorong Zhan and
Liyang Yu},
title = {{GCNFORMER:} graph convolutional network and transformer for predicting
lncRNA-disease associations},
journal = {{BMC} Bioinform.},
volume = {25},
number = {1},
pages = {5},
year = {2024}
}
@article{DBLP:journals/bmcbi/YinCZC24,
author = {Anhui Yin and
Lei Chen and
Bo Zhou and
Yu{-}Dong Cai},
title = {{CMAGN:} circRNA-miRNA association prediction based on graph attention
auto-encoder and network consistency projection},
journal = {{BMC} Bioinform.},
volume = {25},
number = {1},
pages = {336},
year = {2024}
}
@article{DBLP:journals/bmcbi/ZhangWMHFQ24,
author = {Bing Zhang and
Haoyu Wang and
Chao Ma and
Hai Huang and
Zhou Fang and
Jiaxing Qu},
title = {{LDAGM:} prediction lncRNA-disease asociations by graph convolutional
auto-encoder and multilayer perceptron based on multi-view heterogeneous
networks},
journal = {{BMC} Bioinform.},
volume = {25},
number = {1},
pages = {332},
year = {2024}
}
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author = {Omer Nabeel Dara and
Abdullahi Abdu Ibrahim and
Tareq Abed Mohammed},
title = {Advancing medical imaging: detecting polypharmacy and adverse drug
effects with Graph Convolutional Networks {(GCN)}},
journal = {{BMC} Medical Imaging},
volume = {24},
number = {1},
pages = {174},
year = {2024}
}
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author = {Qiaoyu Ma and
Zongying Lai and
Zi Wang and
Yiran Qiu and
Haotian Zhang and
Xiaobo Qu},
title = {{MRI} reconstruction with enhanced self-similarity using graph convolutional
network},
journal = {{BMC} Medical Imaging},
volume = {24},
number = {1},
pages = {113},
year = {2024}
}
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author = {Julius Mayer and
Daniel Baum and
Felix Ambellan and
Christoph von Tycowicz},
title = {Shape-based disease grading via functional maps and graph convolutional
networks with application to Alzheimer's disease},
journal = {{BMC} Medical Imaging},
volume = {24},
pages = {342},
year = {2024}
}
@article{DBLP:journals/braininf/JingKMYLW24,
author = {Changhong Jing and
Hongzhi Kuai and
Hiroki Matsumoto and
Tomoharu Yamaguchi and
Iman Yi Liao and
Shuqiang Wang},
title = {Addiction-related brain networks identification via Graph Diffusion
Reconstruction Network},
journal = {Brain Informatics},
volume = {11},
number = {1},
pages = {1},
year = {2024}
}
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author = {Rui Li and
Xuanwen Yang and
Jun Lou and
Junsong Zhang},
title = {A temporal-spectral graph convolutional neural network model for {EEG}
emotion recognition within and across subjects},
journal = {Brain Informatics},
volume = {11},
number = {1},
pages = {30},
year = {2024}
}
@article{DBLP:journals/bspc/CarlosMRFFFFPABRC24,
author = {Bruna M. Carlos and
Lucas T. Menezes and
Beatriz Rosa and
Bruna F. Furumoto and
Saulo S. Feitosa and
Corina A. Fernandes and
Silvia E. Ferreira{-}Melo and
J{\'{u}}lia D. Pereira and
Sara Almeida and
Alexandre Fonseca Brand{\~{a}}o and
Cassio V. Ruas and
Gabriela Castellano},
title = {Graph network and symmetry analysis after combined {XR} and tDCS in
stroke rehabilitation},
journal = {Biomed. Signal Process. Control.},
volume = {96},
pages = {106499},
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author = {Fang Chen and
Weiling Zhao and
Xiaobo Zhou},
title = {Cross-Image siamese graph convolutional network for Fine-Grained image
retrieval in diabetic retinopathy},
journal = {Biomed. Signal Process. Control.},
volume = {92},
pages = {106045},
year = {2024}
}
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author = {Tongtong Cheng},
title = {Graph reasoning and Inception attention network for dermoscopy segmentation},
journal = {Biomed. Signal Process. Control.},
volume = {92},
pages = {106082},
year = {2024}
}
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author = {Yuhao Cheng and
Wenliang Zhu and
Deyin Li and
Lirong Wang},
title = {Multi-label classification of arrhythmia using dynamic graph convolutional
network based on encoder-decoder framework},
journal = {Biomed. Signal Process. Control.},
volume = {95},
pages = {106348},
year = {2024}
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author = {Zhengqi Fan and
Ziheng Gao and
Lingyu Xu and
Jie Yu and
Jun Li},
title = {Identification of autism spectrum disorder based on functional near-infrared
spectroscopy using dynamic multi-attribute spatio-temporal graph neural
network},
journal = {Biomed. Signal Process. Control.},
volume = {94},
pages = {106364},
year = {2024}
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author = {Rongrong Fu and
Mengpu Cai and
Shiwei Wang and
Yaodong Wang and
Chengcheng Jia},
title = {Exploring non-Euclidean relationships in {EEG} emotion recognition:
{A} dynamic graph attention network},
journal = {Biomed. Signal Process. Control.},
volume = {94},
pages = {106276},
year = {2024}
}
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author = {Yao He and
Qingyu Xiong and
Cai Ke and
Yaqiang Wang and
Zhengyi Yang and
Hualing Yi and
Qilin Fan},
title = {{MCICT:} Graph convolutional network-based end-to-end model for multi-label
classification of imbalanced clinical text},
journal = {Biomed. Signal Process. Control.},
volume = {91},
pages = {105873},
year = {2024}
}
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author = {Xin Hua and
Zhijiang Du and
Jixin Ma and
Hongjian Yu},
title = {Multi kernel cross sparse graph attention convolutional neural network
for brain magnetic resonance imaging super-resolution},
journal = {Biomed. Signal Process. Control.},
volume = {96},
pages = {106444},
year = {2024}
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author = {Mengxing Huang and
Xiu Shi Zhang and
Uzair Aslam Bhatti and
Yuanyuan Wu and
Yu Zhang and
Yazeed Yasin Ghadi},
title = {An interpretable approach using hybrid graph networks and explainable
{AI} for intelligent diagnosis recommendations in chronic disease
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journal = {Biomed. Signal Process. Control.},
volume = {91},
pages = {105913},
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author = {Gunasekaran Kulandaivelu and
Anuradha Taluja and
Mridini Gawas and
Rajiv Kumar Nath},
title = {Automated breast cancer diagnosis optimized with higher-order attribute-enhancing
heterogeneous graph neural networks using mammogram images},
journal = {Biomed. Signal Process. Control.},
volume = {97},
pages = {106659},
year = {2024}
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author = {Jingming Li and
Zhengyuan Lyu and
Ke Li and
Li Yao and
Xiaojuan Guo},
title = {Estimating the connectional brain template based on multi-view networks
with bi-channel graph neural network},
journal = {Biomed. Signal Process. Control.},
volume = {89},
pages = {105798},
year = {2024}
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author = {Chengfang Li and
Hanqi Wang and
Yang Liu and
Xiaoguang Zhu and
Liang Song},
title = {Silent {EEG} classification using cross-fusion adaptive graph convolution
network for multilingual neurolinguistic signal decoding},
journal = {Biomed. Signal Process. Control.},
volume = {87},
number = {Part {B}},
pages = {105524},
year = {2024}
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author = {Shuai Liu and
Renzhou Gui},
title = {Fusing multi-scale fMRI features using a brain-inspired multi-channel
graph neural network for major depressive disorder diagnosis},
journal = {Biomed. Signal Process. Control.},
volume = {90},
pages = {105837},
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author = {Mahda Nasrolahzadeh and
Zeynab Mohammadpoory and
Javad Haddadnia},
title = {A novel method for distinction heart rate variability during meditation
using {LSTM} recurrent neural networks based on visibility graph},
journal = {Biomed. Signal Process. Control.},
volume = {90},
pages = {105822},
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author = {Junyi Peng and
Lihong Peng and
Zidong Zhou and
Xu Han and
Hui Xu and
Lijun Lu and
Wenbing Lv},
title = {Multi-Level fusion graph neural network: Application to {PET} and
{CT} imaging for risk stratification of head and neck cancer},
journal = {Biomed. Signal Process. Control.},
volume = {92},
pages = {106137},
year = {2024}
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author = {Ji Shi and
Jiaming Tang and
Zhihuan Lu and
Ruolin Zhang and
Jun Yang and
Qiuquan Guo and
Dongxing Zhang},
title = {A brain topography graph embedded convolutional neural network for
EEG-based motor imagery classification},
journal = {Biomed. Signal Process. Control.},
volume = {95},
pages = {106401},
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author = {Chenjian Sun and
Min Jiang and
Linlin Gao and
Yu Xin and
Yihong Dong},
title = {A novel study for depression detecting using audio signals based on
graph neural network},
journal = {Biomed. Signal Process. Control.},
volume = {88},
number = {Part {B}},
pages = {105675},
year = {2024}
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author = {Jiahao Xiong and
Weihua Ou and
Yi Yao and
Yingying Liu and
Zhifan Gao and
Zhonghua Liu and
Jianping Gou},
title = {STGNet: Spatio-temporal graph neural networks considering inherent
properties of physiological signals for camera-based remote photoplethysmography},
journal = {Biomed. Signal Process. Control.},
volume = {98},
pages = {106690},
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author = {Zhi Yang and
Wenya Liu and
Haitao Gan and
Zhongwei Huang and
Ran Zhou and
Ming Shi},
title = {Alzheimer's disease classification based on brain region-to-sample
graph convolutional network},
journal = {Biomed. Signal Process. Control.},
volume = {96},
pages = {106589},
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author = {Dan Zhang and
Mengting Liu and
Fangsheng Chen and
Qinkang Lu and
Yitian Zhao},
title = {Graph-based multi-level feature fusion network for diabetic retinopathy
grading using ultra-wide-field images},
journal = {Biomed. Signal Process. Control.},
volume = {93},
pages = {106134},
year = {2024}
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author = {Lei Zhu and
Jie Yuan and
Aiai Huang and
Jianhai Zhang},
title = {A coarse-to-fine adaptive spatial-temporal graph convolution network
with residuals for motor imagery decoding from the same limb},
journal = {Biomed. Signal Process. Control.},
volume = {90},
pages = {105885},
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author = {Xiaojun Pu and
Jiaqi Zhu and
Yunkun Wu and
Chang Leng and
Zitong Bo and
Hongan Wang},
title = {Dynamic adaptive spatio-temporal graph network for {COVID-19} forecasting},
journal = {{CAAI} Trans. Intell. Technol.},
volume = {9},
number = {3},
pages = {769--786},
year = {2024}
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author = {Lin Zhou and
Zhengzhi Zhu and
Hongbo Gao and
Chunyu Wang and
Muhammad Attique Khan and
Mati Ullah and
Siffat Ullah Khan},
title = {Multi-omics graph convolutional networks for digestive system tumour
classification and early-late stage diagnosis},
journal = {{CAAI} Trans. Intell. Technol.},
volume = {9},
number = {6},
pages = {1572--1586},
year = {2024}
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author = {Yifan Fei and
Wenjie Liao and
Xinzheng Lu and
Hong Guan},
title = {Knowledge-enhanced graph neural networks for construction material
quantity estimation of reinforced concrete buildings},
journal = {Comput. Aided Civ. Infrastructure Eng.},
volume = {39},
number = {4},
pages = {518--538},
year = {2024}
}
@article{DBLP:journals/cacie/HuangMKLZL24,
author = {Hao Huang and
Jiannan Mao and
Leilei Kang and
Weike Lu and
Sijia Zhang and
Lan Liu},
title = {A dynamic graph deep learning model with multivariate empirical mode
decomposition for network-wide metro passenger flow prediction},
journal = {Comput. Aided Civ. Infrastructure Eng.},
volume = {39},
number = {17},
pages = {2596--2618},
year = {2024}
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@article{DBLP:journals/cacie/ShengHC24,
author = {Zihao Sheng and
Zilin Huang and
Sikai Chen},
title = {Ego-planning-guided multi-graph convolutional network for heterogeneous
agent trajectory prediction},
journal = {Comput. Aided Civ. Infrastructure Eng.},
volume = {39},
number = {22},
pages = {3357--3374},
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@article{DBLP:journals/cacie/ZhangTWF24,
author = {Chong Zhang and
Mu{-}Xuan Tao and
Chen Wang and
Jian{-}Sheng Fan},
title = {End-to-end generation of structural topology for complex architectural
layouts with graph neural networks},
journal = {Comput. Aided Civ. Infrastructure Eng.},
volume = {39},
number = {5},
pages = {756--775},
year = {2024}
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@article{DBLP:journals/caeai/AlatrashCAFJS24,
author = {Rawaa Alatrash and
Mohamed Amine Chatti and
Qurat Ul Ain and
Yipeng Fang and
Shoeb Ahmed Joarder and
Clara Siepmann},
title = {ConceptGCN: Knowledge concept recommendation in MOOCs based on knowledge
graph convolutional networks and {SBERT}},
journal = {Comput. Educ. Artif. Intell.},
volume = {6},
pages = {100193},
year = {2024}
}
@article{DBLP:journals/caeai/AlatrashCAFJS24a,
author = {Rawaa Alatrash and
Mohamed Amine Chatti and
Qurat Ul Ain and
Yipeng Fang and
Shoeb Ahmed Joarder and
Clara Siepmann},
title = {Erratum to "ConceptGCN: Knowledge concept recommendation in MOOCs
based on knowledge graph convolutional networks and SBERT" [Computers
and Education: Artificial Intelligence 6 (June 2024) 100193]},
journal = {Comput. Educ. Artif. Intell.},
volume = {6},
pages = {100235},
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author = {Lillian Tyack and
Lale Khorramdel and
Matthias von Davier},
title = {Using convolutional neural networks to automatically score eight {TIMSS}
2019 graphical response items},
journal = {Comput. Educ. Artif. Intell.},
volume = {6},
pages = {100249},
year = {2024}
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@article{DBLP:journals/cagd/WangFLSY24,
author = {Mengxing Wang and
Yifei Feng and
Bowen Lyu and
Li{-}Yong Shen and
Chun{-}Ming Yuan},
title = {An attention enhanced dual graph neural network for mesh denoising},
journal = {Comput. Aided Geom. Des.},
volume = {111},
pages = {102307},
year = {2024}
}
@article{DBLP:journals/cai/KovacsVM24,
author = {L{\'{a}}szl{\'{o}} Kov{\'{a}}cs and
Erika Baks{\'{a}}n{\'{e}} Varga and
P{\'{e}}ter Mileff},
title = {Prediction of Complex Event Graphs with Neural Networks},
journal = {Comput. Informatics},
volume = {43},
number = {1},
pages = {181--212},
year = {2024}
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author = {Deniz Gurevin and
Caiwen Ding and
Omer Khan},
title = {Exploiting Intrinsic Redundancies in Dynamic Graph Neural Networks
for Processing Efficiency},
journal = {{IEEE} Comput. Archit. Lett.},
volume = {23},
number = {2},
pages = {170--174},
year = {2024}
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author = {Shiyan Yi and
Yudi Qiu and
Lingfei Lu and
Guohao Xu and
Yong Gong and
Xiaoyang Zeng and
Yibo Fan},
title = {GATe: Streamlining Memory Access and Communication to Accelerate Graph
Attention Network With Near-Memory Processing},
journal = {{IEEE} Comput. Archit. Lett.},
volume = {23},
number = {1},
pages = {87--90},
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journal = {Comput. Appl. Math.},
volume = {43},
number = {1},
pages = {49},
year = {2024}
}
@article{DBLP:journals/candc/JiangZLP24,
author = {Chi Jiang and
Yi Zhang and
Yang Liu and
Jing Peng},
title = {Tensor improve equivariant graph neural network for molecular dynamics
prediction},
journal = {Comput. Biol. Chem.},
volume = {110},
pages = {108053},
year = {2024}
}
@article{DBLP:journals/candc/LiuZCP24,
author = {Yang Liu and
Yi Zhang and
Zihao Chen and
Jing Peng},
title = {{POLAT:} Protein function prediction based on soft mask graph network
and residue-Label ATtention},
journal = {Comput. Biol. Chem.},
volume = {110},
pages = {108064},
year = {2024}
}
@article{DBLP:journals/candc/LuoLPDL24,
author = {Yuxun Luo and
Shasha Li and
Li Peng and
Pingjian Ding and
Wei Liang},
title = {Predicting associations between drugs and {G} protein-coupled receptors
using a multi-graph convolutional network},
journal = {Comput. Biol. Chem.},
volume = {110},
pages = {108060},
year = {2024}
}
@article{DBLP:journals/candc/TenekeciT24,
author = {Samet Tenekeci and
Selma Tekir},
title = {Identifying promoter and enhancer sequences by graph convolutional
networks},
journal = {Comput. Biol. Chem.},
volume = {110},
pages = {108040},
year = {2024}
}
@article{DBLP:journals/candc/WangJXZLY24,
author = {Minghui Wang and
Jihua Jia and
Fei Xu and
Hongyan Zhou and
Yushuang Liu and
Bin Yu},
title = {Res-GCN: Identification of protein phosphorylation sites using graph
convolutional network and residual network},
journal = {Comput. Biol. Chem.},
volume = {112},
pages = {108183},
year = {2024}
}
@article{DBLP:journals/candc/WangL24,
author = {Yuehao Wang and
Pengli Lu},
title = {{GEHGAN:} CircRNA-disease association prediction via graph embedding
and heterogeneous graph attention network},
journal = {Comput. Biol. Chem.},
volume = {110},
pages = {108079},
year = {2024}
}
@article{DBLP:journals/candc/WuLLD24,
author = {Ziyu Wu and
Shasha Li and
Lingyun Luo and
Pingjian Ding},
title = {{HKFGCN:} {A} novel multiple kernel fusion framework on graph convolutional
network to predict microbe-drug associations},
journal = {Comput. Biol. Chem.},
volume = {110},
pages = {108041},
year = {2024}
}
@article{DBLP:journals/candc/ZhangGLY24,
author = {Chi Zhang and
Qian Gao and
Ming Li and
Tianfei Yu},
title = {Implementing link prediction in protein networks via feature fusion
models based on graph neural networks},
journal = {Comput. Biol. Chem.},
volume = {108},
pages = {107980},
year = {2024}
}
@article{DBLP:journals/candie/GrassiMK24,
author = {Francesco Grassi and
Giorgio Manganini and
Konstantinos I. Kouramas},
title = {Graph-based Data Mining, Pattern Recognition and Anomaly Detection
for Intelligent Energy Networks},
journal = {Comput. Ind. Eng.},
volume = {193},
pages = {110329},
year = {2024}
}
@article{DBLP:journals/candie/LiLJLC24,
author = {Kai Li and
Zhoulong Li and
Xianshi Jia and
Lei Liu and
Mingsong Chen},
title = {A domain adversarial graph convolutional network for intelligent monitoring
of tool wear in machine tools},
journal = {Comput. Ind. Eng.},
volume = {187},
pages = {109795},
year = {2024}
}
@article{DBLP:journals/candie/XuJLZSH24,
author = {Yadong Xu and
Qiubo Jiang and
Sheng Li and
Zhiheng Zhao and
Beibei Sun and
George Q. Huang},
title = {Digital twin-driven discriminative graph learning networks for cross-domain
bearing fault recognition},
journal = {Comput. Ind. Eng.},
volume = {193},
pages = {110292},
year = {2024}
}
@article{DBLP:journals/candie/ZhaoLZ24,
author = {Yejian Zhao and
Xiaochuan Luo and
Yulin Zhang},
title = {The application of heterogeneous graph neural network and deep reinforcement
learning in hybrid flow shop scheduling problem},
journal = {Comput. Ind. Eng.},
volume = {187},
pages = {109802},
year = {2024}
}
@article{DBLP:journals/cars/WagnerSMJMLKW24,
author = {Lars Wagner and
Dennis N. Schneider and
Leon Mayer and
Alissa Jell and
Carolin M{\"{u}}ller and
Alexander Lenz and
Alois Knoll and
Dirk Wilhelm},
title = {Towards multimodal graph neural networks for surgical instrument anticipation},
journal = {Int. J. Comput. Assist. Radiol. Surg.},
volume = {19},
number = {10},
pages = {1929--1937},
year = {2024}
}
@article{DBLP:journals/cas/VoV24,
author = {Tham Vo and
Hien Thanh Vu},
title = {An Integrated Graph-of-Words with Tensor Graph Neural Network Learning
Paradigm for Text Classification},
journal = {Cybern. Syst.},
volume = {55},
number = {5},
pages = {1255--1284},
year = {2024}
}
@article{DBLP:journals/cbm/AlamTC24,
author = {Waleed Alam and
Hilal Tayara and
Kil To Chong},
title = {Unlocking the therapeutic potential of drug combinations through synergy
prediction using graph transformer networks},
journal = {Comput. Biol. Medicine},
volume = {170},
pages = {108007},
year = {2024}
}
@article{DBLP:journals/cbm/BijlaniMNBK24,
author = {Nivedita Bijlani and
Oscar Mendez Maldonado and
Ramin Nilforooshan and
Payam M. Barnaghi and
Samaneh Kouchaki},
title = {Utilizing graph neural networks for adverse health detection and personalized
decision making in sensor-based remote monitoring for dementia care},
journal = {Comput. Biol. Medicine},
volume = {183},
pages = {109287},
year = {2024}
}
@article{DBLP:journals/cbm/CaoYSBZ24,
author = {Jun Cao and
Lichao Yang and
Ptolemaios G. Sarrigiannis and
Daniel Blackburn and
Yifan Zhao},
title = {Dementia classification using a graph neural network on imaging of
effective brain connectivity},
journal = {Comput. Biol. Medicine},
volume = {168},
pages = {107701},
year = {2024}
}
@article{DBLP:journals/cbm/ChenSZYGFML24,
author = {Siqi Chen and
Ivan Semenov and
Fengyun Zhang and
Yang Yang and
Jie Geng and
Xuequan Feng and
Qinghua Meng and
Kaiyou Lei},
title = {An effective framework for predicting drug-drug interactions based
on molecular substructures and knowledge graph neural network},
journal = {Comput. Biol. Medicine},
volume = {169},
pages = {107900},
year = {2024}
}
@article{DBLP:journals/cbm/ChenZTLH24,
author = {Cui Chen and
Zuping Zhang and
Panrui Tang and
Xin Liu and
Bo Huang},
title = {Edge-relational window-attentional graph neural network for gene expression
prediction in spatial transcriptomics analysis},
journal = {Comput. Biol. Medicine},
volume = {174},
pages = {108449},
year = {2024}
}
@article{DBLP:journals/cbm/FangS24,
author = {Fang Fang and
Yizhou Sun},
title = {Prediction of systemic lupus erythematosus-related genes based on
graph attention network and deep neural network},
journal = {Comput. Biol. Medicine},
volume = {175},
pages = {108371},
year = {2024}
}
@article{DBLP:journals/cbm/GuYSWYYWKLZ24,
author = {Yifan Gu and
Xuebing Yang and
Mengxuan Sun and
Chutong Wang and
Hongyu Yang and
Chao Yang and
Jinwei Wang and
Guilan Kong and
Jicheng Lv and
Wensheng Zhang},
title = {Graph-guided deep hashing networks for similar patient retrieval},
journal = {Comput. Biol. Medicine},
volume = {169},
pages = {107865},
year = {2024}
}
@article{DBLP:journals/cbm/GuanYSLYLYDCW24,
author = {Zihao Guan and
Jiaming Yu and
Zhenshan Shi and
Xiumei Liu and
Renping Yu and
Taotao Lai and
Changcai Yang and
Heng Dong and
Riqing Chen and
Lifang Wei},
title = {Dynamic graph transformer network via dual-view connectivity for autism
spectrum disorder identification},
journal = {Comput. Biol. Medicine},
volume = {174},
pages = {108415},
year = {2024}
}
@article{DBLP:journals/cbm/GursoyK24,
author = {Ercan G{\"{u}}rsoy and
Yasin Kaya},
title = {Brain-GCN-Net: Graph-Convolutional Neural Network for brain tumor
identification},
journal = {Comput. Biol. Medicine},
volume = {180},
pages = {108971},
year = {2024}
}
@article{DBLP:journals/cbm/HanKL24,
author = {Jiyeon Han and
Min Ji Kang and
Sanghyuk Lee},
title = {{DRSPRING:} Graph convolutional network (GCN)-Based drug synergy prediction
utilizing drug-induced gene expression profile},
journal = {Comput. Biol. Medicine},
volume = {174},
pages = {108436},
year = {2024}
}
@article{DBLP:journals/cbm/JiaYMNSVKSS24,
author = {Jingnan Jia and
Bo Yu and
Prerak Mody and
Maarten K. Ninaber and
Anne A. Schouffoer and
Jeska K. De Vries{-}Bouwstra and
Lucia J. M. Kroft and
Marius Staring and
Berend C. Stoel},
title = {Using 3D point cloud and graph-based neural networks to improve the
estimation of pulmonary function tests from chest {CT}},
journal = {Comput. Biol. Medicine},
volume = {182},
pages = {109192},
year = {2024}
}
@article{DBLP:journals/cbm/LiuSLPCZ24,
author = {Yuanxin Liu and
Guoming Sang and
Zhi Liu and
Yilin Pan and
Junkai Cheng and
Yijia Zhang},
title = {{MPTN:} {A} message-passing transformer network for drug repurposing
from knowledge graph},
journal = {Comput. Biol. Medicine},
volume = {168},
pages = {107800},
year = {2024}
}
@article{DBLP:journals/cbm/MaryamRHTC24,
author = {Maryam and
Mobeen Ur Rehman and
Irfan Hussain and
Hilal Tayara and
Kil To Chong},
title = {A graph neural network approach for predicting drug susceptibility
in the human microbiome},
journal = {Comput. Biol. Medicine},
volume = {179},
pages = {108729},
year = {2024}
}
@article{DBLP:journals/cbm/PanPLWLXLP24,
author = {Liangrui Pan and
Yijun Peng and
Yan Li and
Xiang Wang and
Wenjuan Liu and
Liwen Xu and
Qingchun Liang and
Shaoliang Peng},
title = {{SELECTOR:} Heterogeneous graph network with convolutional masked
autoencoder for multimodal robust prediction of cancer survival},
journal = {Comput. Biol. Medicine},
volume = {172},
pages = {108301},
year = {2024}
}
@article{DBLP:journals/cbm/PegolottiPRDBDM24,
author = {Luca Pegolotti and
Martin R. Pfaller and
Natalia L. Rubio and
Ke Ding and
Rita Brugarolas Brufau and
Eric Darve and
Alison L. Marsden},
title = {Learning reduced-order models for cardiovascular simulations with
graph neural networks},
journal = {Comput. Biol. Medicine},
volume = {168},
pages = {107676},
year = {2024}
}
@article{DBLP:journals/cbm/RaghawSBRK24,
author = {Chandravardhan Singh Raghaw and
Arnav Sharma and
Shubhi Bansal and
Mohammad Zia Ur Rehman and
Nagendra Kumar},
title = {CoTCoNet: An optimized coupled transformer-convolutional network with
an adaptive graph reconstruction for leukemia detection},
journal = {Comput. Biol. Medicine},
volume = {179},
pages = {108821},
year = {2024}
}
@article{DBLP:journals/cbm/WangD24,
author = {Ying Wang and
Yaqi Du},
title = {Graph neural network model GGDisnet for identifying genes in gastrointestinal
cancer and single-cell analysis},
journal = {Comput. Biol. Medicine},
volume = {172},
pages = {108285},
year = {2024}
}
@article{DBLP:journals/cbm/WangW24,
author = {Zhenxing Wang and
Zhongyu Wei},
title = {{PT-KGNN:} {A} framework for pre-training biomedical knowledge graphs
with graph neural networks},
journal = {Comput. Biol. Medicine},
volume = {178},
pages = {108768},
year = {2024}
}
@article{DBLP:journals/cbm/WangWDLYY24,
author = {Congjing Wang and
Yifei Wang and
Pengju Ding and
Shan Li and
Xu Yu and
Bin Yu},
title = {{ML-FGAT:} Identification of multi-label protein subcellular localization
by interpretable graph attention networks and feature-generative adversarial
networks},
journal = {Comput. Biol. Medicine},
volume = {170},
pages = {107944},
year = {2024}
}
@article{DBLP:journals/cbm/WangXWQLW24,
author = {Xinlei Wang and
Junchang Xin and
Zhongyang Wang and
Luxuan Qu and
Jiani Li and
Zhiqiong Wang},
title = {Graph kernel of brain networks considering functional similarity measures},
journal = {Comput. Biol. Medicine},
volume = {171},
pages = {108148},
year = {2024}
}
@article{DBLP:journals/cbm/WeiY24,
author = {Wei Wei and
Dongsheng Yue},
title = {CoGSPro-net:A graph neural network based on protein-protein interaction
for classifying lung cancer-relatrd proteins},
journal = {Comput. Biol. Medicine},
volume = {172},
pages = {108251},
year = {2024}
}
@article{DBLP:journals/cbm/WuCYYC24,
author = {Yuzhou Wu and
Xuechen Chen and
Xin Yao and
Yongang Yu and
Zhigang Chen},
title = {Hyperbolic graph convolutional neural network with contrastive learning
for automated {ICD} coding},
journal = {Comput. Biol. Medicine},
volume = {168},
pages = {107797},
year = {2024}
}
@article{DBLP:journals/cbm/XieRXZY24,
author = {Jiancong Xie and
Jiahua Rao and
Junjie Xie and
Huiying Zhao and
Yuedong Yang},
title = {Predicting disease-gene associations through self-supervised mutual
infomax graph convolution network},
journal = {Comput. Biol. Medicine},
volume = {170},
pages = {108048},
year = {2024}
}
@article{DBLP:journals/cbm/XuLRLX24,
author = {Li Xu and
Zhenpeng Li and
Jiaxu Ren and
Shuaipeng Liu and
Yiming Xu},
title = {Single-cell {RNA} sequencing data analysis utilizing multi-type graph
neural networks},
journal = {Comput. Biol. Medicine},
volume = {179},
pages = {108921},
year = {2024}
}
@article{DBLP:journals/cbm/ZengMLZJL24,
author = {Xin Zeng and
Fan{-}Fang Meng and
Xin Li and
Kai{-}Yang Zhong and
Bei Jiang and
Yi Li},
title = {{GHGPR-PPIS:} {A} graph convolutional network for identifying protein-protein
interaction site using heat kernel with Generalized PageRank techniques
and edge self-attention feature processing block},
journal = {Comput. Biol. Medicine},
volume = {168},
pages = {107683},
year = {2024}
}
@article{DBLP:journals/cbm/ZhangCWZ24,
author = {Fan Zhang and
Sheng Chang and
Binjie Wang and
Xinhong Zhang},
title = {{DSSGNN-PPI:} {A} Protein-Protein Interactions prediction model based
on Double Structure and Sequence graph neural networks},
journal = {Comput. Biol. Medicine},
volume = {177},
pages = {108669},
year = {2024}
}
@article{DBLP:journals/cbm/ZhangWL24,
author = {Qi Zhang and
Yuxiao Wei and
Liwei Liu},
title = {GraphPro: An interpretable graph neural network-based model for identifying
promoters in multiple species},
journal = {Comput. Biol. Medicine},
volume = {180},
pages = {108974},
year = {2024}
}
@article{DBLP:journals/cbm/ZhouKBU24,
author = {Fangyu Zhou and
Matloob Khushi and
Jonathan Brett and
Shahadat Uddin},
title = {Graph neural network-based subgraph analysis for predicting adverse
drug events},
journal = {Comput. Biol. Medicine},
volume = {183},
pages = {109282},
year = {2024}
}
@article{DBLP:journals/cbm/ZhouWACSWY24,
author = {Zhiheng Zhou and
Qi Wang and
Xiaoyu An and
Siwei Chen and
Yongan Sun and
Guanghui Wang and
Guiying Yan},
title = {A novel graph neural network method for Alzheimer's disease classification},
journal = {Comput. Biol. Medicine},
volume = {180},
pages = {108869},
year = {2024}
}
@article{DBLP:journals/cce/AlhamoudGALGY24,
author = {Kumail Alhamoud and
Yasir Ghunaim and
Abdulelah S. Alshehri and
Guohao Li and
Bernard Ghanem and
Fengqi You},
title = {Leveraging 2D molecular graph pretraining for improved 3D conformer
generation with graph neural networks},
journal = {Comput. Chem. Eng.},
volume = {183},
pages = {108622},
year = {2024}
}
@article{DBLP:journals/cce/LiuJ24,
author = {Yingxiang Liu and
Behnam Jafarpour},
title = {Graph attention network with Granger causality map for fault detection
and root cause diagnosis},
journal = {Comput. Chem. Eng.},
volume = {180},
pages = {108453},
year = {2024}
}
@article{DBLP:journals/cce/McDonaldTSY24,
author = {Tom McDonald and
Calvin Tsay and
Artur M. Schweidtmann and
Neil Yorke{-}Smith},
title = {Mixed-integer optimisation of graph neural networks for computer-aided
molecular design},
journal = {Comput. Chem. Eng.},
volume = {185},
pages = {108660},
year = {2024}
}
@article{DBLP:journals/cce/MoralesMJZ24,
author = {Gabriel Hern{\'{a}}ndez Morales and
Edgar Ivan Sanchez Medina and
Arturo Jim{\'{e}}nez{-}Guti{\'{e}}rrez and
Victor M. Zavala},
title = {Graph neural networks for {CO2} solubility predictions in Deep Eutectic
Solvents},
journal = {Comput. Chem. Eng.},
volume = {187},
pages = {108750},
year = {2024}
}
@article{DBLP:journals/cce/RodriguesSQRN24,
author = {Bruno C. L. Rodrigues and
Vin{\'{\i}}cius V. Santana and
Luana P. Queiroz and
Carine M. Rebello and
Idelfonso B. R. Nogueira},
title = {Harnessing graph neural networks to craft fragrances based on consumer
feedback},
journal = {Comput. Chem. Eng.},
volume = {185},
pages = {108674},
year = {2024}
}
@article{DBLP:journals/cce/ZhangCFSMM24,
author = {Shiqiang Zhang and
Juan S. Campos and
Christian Feldmann and
Frederik Sandfort and
Miriam Mathea and
Ruth Misener},
title = {Augmenting optimization-based molecular design with graph neural networks},
journal = {Comput. Chem. Eng.},
volume = {186},
pages = {108684},
year = {2024}
}
@article{DBLP:journals/ccs/SinghSG24,
author = {Uday Singh and
Shailendra Shukla and
Manoj Madhava Gore},
title = {Detection of autism spectrum disorder using multi-scale enhanced graph
convolutional network},
journal = {Cogn. Comput. Syst.},
volume = {6},
number = {1-3},
pages = {12--25},
year = {2024}
}
@article{DBLP:journals/cea/PettiZLL24,
author = {Daniel Petti and
Ronghang Zhu and
Sheng Li and
Changying Li},
title = {Graph Neural Networks for lightweight plant organ tracking},
journal = {Comput. Electron. Agric.},
volume = {225},
pages = {109294},
year = {2024}
}
@article{DBLP:journals/cea/YuanyuanYLZJTQZZ24,
author = {Shi Yuanyuan and
Wang Yuxiao and
Yin Ling and
Wu Zhenfang and
Lin Junyong and
Xuhong Tian and
Huang Qiong and
Sumin Zhang and
Li Zhiying},
title = {A transfer learning-based network model integrating kernel convolution
with graph attention mechanism for point cloud segmentation of livestock},
journal = {Comput. Electron. Agric.},
volume = {225},
pages = {109325},
year = {2024}
}
@article{DBLP:journals/cee/DuTRLY24,
author = {Yinan Du and
Jian Tang and
Ting Rui and
Xinxin Li and
Chengsong Yang},
title = {{GBP:} Graph convolutional network embedded in bilinear pooling for
fine-grained encoding},
journal = {Comput. Electr. Eng.},
volume = {116},
pages = {109158},
year = {2024}
}
@article{DBLP:journals/cee/RoyTSS24,
author = {Ananya Roy and
Aruna Tiwari and
Sumeet Saurav and
Sanjay Singh},
title = {Enhancing skeleton-based action recognition using a knowledge-driven
shift graph convolutional network},
journal = {Comput. Electr. Eng.},
volume = {120},
pages = {109633},
year = {2024}
}
@article{DBLP:journals/cee/WuSZ24,
author = {Guangli Wu and
Shanshan Song and
Jing Zhang},
title = {Global-local spatio-temporal graph convolutional networks for video
summarization},
journal = {Comput. Electr. Eng.},
volume = {118},
pages = {109445},
year = {2024}
}
@article{DBLP:journals/cee/XieZTH24,
author = {Yang Xie and
Jianyong Zheng and
Gareth Taylor and
Daniil Hulak},
title = {A short-term wind power prediction method via self-adaptive adjacency
matrix and spatiotemporal graph neural networks},
journal = {Comput. Electr. Eng.},
volume = {120},
pages = {109715},
year = {2024}
}
@article{DBLP:journals/cee/XiongOLGXL24,
author = {Jiahao Xiong and
Weihua Ou and
Zhonghua Liu and
Jianping Gou and
Wenjun Xiao and
Haitao Liu},
title = {GraphPhys: Facial video-based physiological measurement with graph
neural network},
journal = {Comput. Electr. Eng.},
volume = {113},
pages = {109022},
year = {2024}
}
@article{DBLP:journals/cee/YangGFDHC24,
author = {Mei Yang and
Xiaoxin Guo and
Bo Feng and
Hongliang Dong and
Xiaoying Hu and
Songtian Che},
title = {A Self-supervised {CNN-GCN} hybrid network based on latent graph representation
for retinal disease diagnosis},
journal = {Comput. Electr. Eng.},
volume = {118},
pages = {109447},
year = {2024}
}
@article{DBLP:journals/cee/YuceEA24,
author = {Mehmet Fatih Yuce and
Mehmet Ali Ert{\"{u}}rk and
Muhammed Ali Aydin},
title = {Misbehavior detection with spatio-temporal graph neural networks},
journal = {Comput. Electr. Eng.},
volume = {116},
pages = {109198},
year = {2024}
}
@article{DBLP:journals/cee/ZengGZZHCCDZS24,
author = {Xi Zeng and
Miao Gao and
Anmin Zhang and
Jixiang Zhu and
Yingjun Hu and
Pengxu Chen and
Shuai Chen and
Taoning Dong and
Shenwen Zhang and
Peiru Shi},
title = {Trajectories prediction in multi-ship encounters: Utilizing graph
convolutional neural networks with {GRU} and Self-Attention Mechanism},
journal = {Comput. Electr. Eng.},
volume = {120},
pages = {109679},
year = {2024}
}
@article{DBLP:journals/cg/BiQCW24,
author = {Cong Bi and
Wenhua Qian and
Jinde Cao and
Xue Wang},
title = {LightingFormer: Transformer-CNN hybrid network for low-light image
enhancement},
journal = {Comput. Graph.},
volume = {124},
pages = {104089},
year = {2024}
}
@article{DBLP:journals/cg/EhlersPFWR24,
author = {Henry Ehlers and
Daniel Pahr and
Velitchko Filipov and
Hsiang{-}Yun Wu and
Renata G. Raidou},
title = {Me! Me! Me! Me! {A} study and comparison of ego network representations},
journal = {Comput. Graph.},
volume = {125},
pages = {104123},
year = {2024}
}
@article{DBLP:journals/cg/GanWSRJ24,
author = {Haiqing Gan and
Lihui Wang and
Yuzuwei Su and
Wenjun Ruan and
Xize Jiao},
title = {Prior-information-guided corresponding point regression network for
6D pose estimation},
journal = {Comput. Graph.},
volume = {121},
pages = {103950},
year = {2024}
}
@article{DBLP:journals/cg/HuGXWZW24,
author = {Zhenshan Hu and
Bin Ge and
Chenxing Xia and
Wenyan Wu and
Guangao Zhou and
Baotong Wang},
title = {Flow style-aware network for arbitrary style transfer},
journal = {Comput. Graph.},
volume = {124},
pages = {104098},
year = {2024}
}
@article{DBLP:journals/cg/HuXH24,
author = {Kaidi Hu and
Zongxia Xie and
Qinghua Hu},
title = {Dual-resolution transformer combined with multi-layer separable convolution
fusion network for real-time semantic segmentation},
journal = {Comput. Graph.},
volume = {118},
pages = {220--232},
year = {2024}
}
@article{DBLP:journals/cg/JiaoY24,
author = {Xue Jiao and
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Taku Komura and
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journal = {Comput. Graph. Forum},
volume = {43},
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Wenjie Zheng and
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title = {A joint hierarchical cross-attention graph convolutional network for
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volume = {40},
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title = {Optimization and Benefit Assessment of Production Supply Chain Networks
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Xuejiao Li and
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author = {Xiaohui Huang and
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Yuan Jiang and
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title = {Multi-attention gated temporal graph convolution neural Network for
traffic flow forecasting},
journal = {Clust. Comput.},
volume = {27},
number = {10},
pages = {13795--13808},
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author = {Alaa O. Khadidos and
Hariprasath Manoharan and
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title = {Distribution of resources beyond 5G networks with heterogeneous parallel
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journal = {Clust. Comput.},
volume = {27},
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author = {Xin Li},
title = {A faster deep graph clustering network based on dynamic graph weight
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journal = {Clust. Comput.},
volume = {27},
number = {9},
pages = {12123--12140},
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author = {Ning Sha and
Xiaochun Wu and
Jinpeng Wen and
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title = {Adaptive spatio-temporal graph convolutional network with attention
mechanism for mobile edge network traffic prediction},
journal = {Clust. Comput.},
volume = {27},
number = {9},
pages = {13257--13272},
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author = {Liyan Xiong and
Zhuyi Hu and
Xinhua Yuan and
Weihua Ding and
Xiaohui Huang and
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title = {Multi-scale attention graph convolutional recurrent network for traffic
forecasting},
journal = {Clust. Comput.},
volume = {27},
number = {3},
pages = {3277--3291},
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author = {Jiayang Xu and
Xiaohui Huang and
Ge Song and
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title = {A coupled generative graph convolution network by capturing dynamic
relationship of regional flow for traffic prediction},
journal = {Clust. Comput.},
volume = {27},
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pages = {6773--6786},
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author = {Hui Zeng and
Qiang Cui and
Xiaohui Huang and
Xuewei Duan},
title = {{STTD:} spatial-temporal transformer with double recurrent graph convolutional
cooperative network for traffic flow prediction},
journal = {Clust. Comput.},
volume = {27},
number = {9},
pages = {12069--12089},
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author = {Paola F. Antonietti and
Nicola Farenga and
Enrico Manuzzi and
Gabriele Martinelli and
Luca Saverio},
title = {Agglomeration of polygonal grids using graph neural networks with
applications to multigrid solvers},
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volume = {154},
pages = {45--57},
year = {2024}
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author = {Mumu Aktar and
Yiming Xiao and
Ali Kafaei Zad Tehrani and
Donatella Tampieri and
Hassan Rivaz and
Marta Kersten{-}Oertel},
title = {{SCANED:} Siamese collateral assessment network for evaluation of
collaterals from ischemic damage},
journal = {Comput. Medical Imaging Graph.},
volume = {113},
pages = {102346},
year = {2024}
}
@article{DBLP:journals/cmig/BerrimiHJ24,
author = {Mohamed Berrimi and
Didier Hans and
Rachid Jennane},
title = {A semi-supervised multiview-MRI network for the detection of Knee
Osteoarthritis},
journal = {Comput. Medical Imaging Graph.},
volume = {114},
pages = {102371},
year = {2024}
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author = {Mainak Biswas and
Luca Saba and
Mannudeep K. Kalra and
Rajesh Singh and
Jos{\'{e}} Fernandes e Fernandes and
Vijay Viswanathan and
John R. Laird and
Laura E. Mantella and
Amer M. Johri and
Mostafa M. Fouda and
Jasjit S. Suri},
title = {MultiNet 2.0: {A} lightweight attention-based deep learning network
for stenosis measurement in carotid ultrasound scans and cardiovascular
risk assessment},
journal = {Comput. Medical Imaging Graph.},
volume = {117},
pages = {102437},
year = {2024}
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@article{DBLP:journals/cmig/ChenFLZLZXG24,
author = {Hongyi Chen and
Junyan Fu and
Xiao Liu and
Zhiji Zheng and
Xiao Luo and
Kun Zhou and
Zhijian Xu and
Daoying Geng},
title = {A Parkinson's disease-related nuclei segmentation network based on
CNN-Transformer interleaved encoder with feature fusion},
journal = {Comput. Medical Imaging Graph.},
volume = {118},
pages = {102465},
year = {2024}
}
@article{DBLP:journals/cmig/ChenZCWPPWDY24,
author = {Xinru Chen and
Yao Zhao and
Laurence E. Court and
He Wang and
Tinsu Pan and
Jack Phan and
Xin Wang and
Yao Ding and
Jinzhong Yang},
title = {{SC-GAN:} Structure-completion generative adversarial network for
synthetic {CT} generation from {MR} images with truncated anatomy},
journal = {Comput. Medical Imaging Graph.},
volume = {113},
pages = {102353},
year = {2024}
}
@article{DBLP:journals/cmig/HeGLW24,
author = {Yi He and
Zhijun Gao and
Yi Li and
Zhiming Wang},
title = {A lightweight multi-modality medical image semantic segmentation network
base on the novel UNeXt and Wave-MLP},
journal = {Comput. Medical Imaging Graph.},
volume = {111},
pages = {102311},
year = {2024}
}
@article{DBLP:journals/cmig/HuangXWZG24,
author = {Wenxiang Huang and
Ye Xu and
Yuanyuan Wang and
Hongtu Zheng and
Yi Guo},
title = {RPDNet: {A} reconstruction-regularized parallel decoders network for
rectal tumor and rectum co-segmentation},
journal = {Comput. Medical Imaging Graph.},
volume = {118},
pages = {102453},
year = {2024}
}
@article{DBLP:journals/cmig/LiCHLL24,
author = {Xuejie Li and
Xianda Chi and
Pinjie Huang and
Qiong Liang and
Jianpei Liu},
title = {Deep neural network for the prediction of KRAS, NRAS, and {BRAF} genotypes
in left-sided colorectal cancer based on histopathologic images},
journal = {Comput. Medical Imaging Graph.},
volume = {115},
pages = {102384},
year = {2024}
}
@article{DBLP:journals/cmig/LiTJK24,
author = {Qiang Li and
George Teodoro and
Yi Jiang and
Jun Kong},
title = {NACNet: {A} histology context-aware transformer graph convolution
network for predicting treatment response to neoadjuvant chemotherapy
in Triple Negative Breast Cancer},
journal = {Comput. Medical Imaging Graph.},
volume = {118},
pages = {102467},
year = {2024}
}
@article{DBLP:journals/cmig/LiangZWLWHCQ24,
author = {Zhichao Liang and
Shuangyang Zhang and
Anqi Wei and
Zhenyang Liu and
Yang Wang and
Haoyu Hu and
Wufan Chen and
Li Qi},
title = {CylinGCN: Cylindrical structures segmentation in 3D biomedical optical
imaging by a contour-based graph convolutional network},
journal = {Comput. Medical Imaging Graph.},
volume = {111},
pages = {102316},
year = {2024}
}
@article{DBLP:journals/cmig/LiuNE24,
author = {Yiqing Liu and
Farhad Rikhtegar Nezami and
Elazer R. Edelman},
title = {A transformer-based pyramid network for coronary calcified plaque
segmentation in intravascular optical coherence tomography images},
journal = {Comput. Medical Imaging Graph.},
volume = {113},
pages = {102347},
year = {2024}
}
@article{DBLP:journals/cmig/LuFPD24,
author = {Binchun Lu and
Lidan Fu and
Yixuan Pan and
Yonggui Dong},
title = {SWISTA-Nets: Subband-adaptive wavelet iterative shrinkage thresholding
networks for image reconstruction},
journal = {Comput. Medical Imaging Graph.},
volume = {113},
pages = {102345},
year = {2024}
}
@article{DBLP:journals/cmig/LuGQQLB24,
author = {Yi Lu and
Hongjian Gao and
Jikuan Qiu and
Zihan Qiu and
Junxiu Liu and
Xiangzhi Bai},
title = {DSIFNet: Implicit feature network for nasal cavity and vestibule segmentation
from 3D head {CT}},
journal = {Comput. Medical Imaging Graph.},
volume = {118},
pages = {102462},
year = {2024}
}
@article{DBLP:journals/cmig/ParkKLSLPK24,
author = {Chunsu Park and
Jeong{-}Woon Kang and
Doen{-}Eon Lee and
Wookon Son and
Sang{-}Min Lee and
Chankue Park and
MinWoo Kim},
title = {{W-DRAG:} {A} joint framework of {WGAN} with data random augmentation
optimized for generative networks for bone marrow edema detection
in dual energy {CT}},
journal = {Comput. Medical Imaging Graph.},
volume = {115},
pages = {102387},
year = {2024}
}
@article{DBLP:journals/cmig/ShiWJPWHZL24,
author = {Hanfeng Shi and
Jiaqi Wei and
Richu Jin and
Jiaxin Peng and
Xingyue Wang and
Yan Hu and
Xiaoqing Zhang and
Jiang Liu},
title = {Retinal structure guidance-and-adaption network for early Parkinson's
disease recognition based on {OCT} images},
journal = {Comput. Medical Imaging Graph.},
volume = {118},
pages = {102463},
year = {2024}
}
@article{DBLP:journals/cmig/VernikouskayaBMSR24,
author = {Ina Vernikouskaya and
Dagmar Bertsche and
Patrick Metze and
Leonhard{-}Moritz Schneider and
Volker Rasche},
title = {Multi-network approach for image segmentation in non-contrast enhanced
cardiac 3D {MRI} of arrhythmic patients},
journal = {Comput. Medical Imaging Graph.},
volume = {113},
pages = {102340},
year = {2024}
}
@article{DBLP:journals/cmig/WangHTZ24,
author = {Runze Wang and
Alexander F. Heimann and
Moritz Tannast and
Guoyan Zheng},
title = {CycleSGAN: {A} cycle-consistent and semantics-preserving generative
adversarial network for unpaired MR-to-CT image synthesis},
journal = {Comput. Medical Imaging Graph.},
volume = {117},
pages = {102431},
year = {2024}
}
@article{DBLP:journals/cmig/WangZ24,
author = {Runze Wang and
Guoyan Zheng},
title = {PFMNet: Prototype-based feature mapping network for few-shot domain
adaptation in medical image segmentation},
journal = {Comput. Medical Imaging Graph.},
volume = {116},
pages = {102406},
year = {2024}
}
@article{DBLP:journals/cmig/XiongSLKLCJWXTGCT24,
author = {Xiangyu Xiong and
Yue Sun and
Xiaohong Liu and
Wei Ke and
Chan{-}Tong Lam and
Jiangang Chen and
Mingfeng Jiang and
Mingwei Wang and
Hui Xie and
Tong Tong and
Qinquan Gao and
Hao Chen and
Tao Tan},
title = {Distance guided generative adversarial network for explainable medical
image classifications},
journal = {Comput. Medical Imaging Graph.},
volume = {118},
pages = {102444},
year = {2024}
}
@article{DBLP:journals/cmig/ZhongLZLCDQ24,
author = {Yutian Zhong and
Zhenyang Liu and
Xiaoming Zhang and
Zhaoyong Liang and
Wufan Chen and
Cuixia Dai and
Li Qi},
title = {Unsupervised adversarial neural network for enhancing vasculature
in photoacoustic tomography images using optical coherence tomography
angiography},
journal = {Comput. Medical Imaging Graph.},
volume = {117},
pages = {102425},
year = {2024}
}
@article{DBLP:journals/cmig/ZhongWXWLNWNLZ24,
author = {Tao Zhong and
Ya Wang and
Xiaotong Xu and
Xueyang Wu and
Shujun Liang and
Zhenyuan Ning and
Li Wang and
Yuyu Niu and
Gang Li and
Yu Zhang},
title = {A brain subcortical segmentation tool based on anatomy attentional
fusion network for developing macaques},
journal = {Comput. Medical Imaging Graph.},
volume = {116},
pages = {102404},
year = {2024}
}
@article{DBLP:journals/cmig/ZhuBCSM24,
author = {Jiayi Zhu and
Bart Bolsterlee and
Brian V. Y. Chow and
Yang Song and
Erik Meijering},
title = {Hybrid dual mean-teacher network with double-uncertainty guidance
for semi-supervised segmentation of magnetic resonance images},
journal = {Comput. Medical Imaging Graph.},
volume = {115},
pages = {102383},
year = {2024}
}
@article{DBLP:journals/cmpb/DengTZWCYYLL24,
author = {Boyang Deng and
Yu Tian and
Qi Zhang and
Yangyang Wang and
Zhenxin Chai and
Qiancheng Ye and
Shang Yao and
Tingbo Liang and
Jingsong Li},
title = {NecroGlobalGCN: Integrating micronecrosis information in {HCC} prognosis
prediction via graph convolutional neural networks},
journal = {Comput. Methods Programs Biomed.},
volume = {257},
pages = {108435},
year = {2024}
}
@article{DBLP:journals/cmpb/DongS24,
author = {Changxu Dong and
Dengdi Sun},
title = {Brain network classification based on dynamic graph attention information
bottleneck},
journal = {Comput. Methods Programs Biomed.},
volume = {243},
pages = {107913},
year = {2024}
}
@article{DBLP:journals/cmpb/GamgamYKGDA24,
author = {Gurur Gamgam and
Zerrin Yildirim and
Alkan Kabak{\c{c}}ioglu and
Hakan G{\"{u}}rvit and
Tamer Demiralp and
Burak Acar},
title = {Siamese Graph Convolutional Network quantifies increasing structure-function
discrepancy over the cognitive decline continuum},
journal = {Comput. Methods Programs Biomed.},
volume = {254},
pages = {108290},
year = {2024}
}
@article{DBLP:journals/cmpb/HoTCLBKLJCC24,
author = {Thao Thi Ho and
Minh Tam Tran and
Xinguang Cui and
Ching{-}Long Lin and
Stephen Baek and
Woojin Kim and
Chang Hyun Lee and
Gong Yong Jin and
Kum Ju Chae and
Sanghun Choi},
title = {Human-airway surface mesh smoothing based on graph convolutional neural
networks},
journal = {Comput. Methods Programs Biomed.},
volume = {246},
pages = {108061},
year = {2024}
}
@article{DBLP:journals/cmpb/HuSY24,
author = {Yidong Hu and
Wenbin Shi and
Chien{-}Hung Yeh},
title = {Spatiotemporal convolution sleep network based on graph attention
mechanism with automatic feature extraction},
journal = {Comput. Methods Programs Biomed.},
volume = {244},
pages = {107930},
year = {2024}
}
@article{DBLP:journals/cmpb/KhatunJTMODTG24,
author = {Zakia Khatun and
Halld{\'{o}}r J{\'{o}}nsson Jr. and
Mariella Tsirilaki and
Nicola Maffulli and
Francesco Oliva and
Pauline Daval and
Francesco Tortorella and
Paolo Gargiulo},
title = {Beyond pixel: Superpixel-based {MRI} segmentation through traditional
machine learning and graph convolutional network},
journal = {Comput. Methods Programs Biomed.},
volume = {256},
pages = {108398},
year = {2024}
}
@article{DBLP:journals/cmpb/LiZWWY24,
author = {Wei Li and
Huixia Zhang and
Linjie Wang and
Pengyun Wang and
Kun Yu},
title = {{STGAT:} Graph attention networks for deconvolving spatial transcriptomics
data},
journal = {Comput. Methods Programs Biomed.},
volume = {257},
pages = {108431},
year = {2024}
}
@article{DBLP:journals/cmpb/LiangJCZLLWZJ24,
author = {Meiyan Liang and
Xing Jiang and
Jie Cao and
Shupeng Zhang and
Haishun Liu and
Bo Li and
Lin Wang and
Cunlin Zhang and
Xiaojun Jia},
title = {{HSG-MGAF} Net: Heterogeneous subgraph-guided multiscale graph attention
fusion network for interpretable prediction of whole-slide image},
journal = {Comput. Methods Programs Biomed.},
volume = {247},
pages = {108099},
year = {2024}
}
@article{DBLP:journals/cmpb/QiangDLYFD24,
author = {Yupeng Qiang and
Xunde Dong and
Xiuling Liu and
Yang Yang and
Yihai Fang and
Jianhong Dou},
title = {Conv-RGNN: An efficient Convolutional Residual Graph Neural Network
for {ECG} classification},
journal = {Comput. Methods Programs Biomed.},
volume = {257},
pages = {108406},
year = {2024}
}
@article{DBLP:journals/cmpb/RicoAFFM24,
author = {Julian Carvajal Rico and
Adel Alaeddini and
Syed Hasib Akhter Faruqui and
Susan P. Fisher{-}Hoch and
Joseph B. Mccormick},
title = {A Laplacian regularized graph neural network for predictive modeling
of multiple chronic conditions},
journal = {Comput. Methods Programs Biomed.},
volume = {247},
pages = {108058},
year = {2024}
}
@article{DBLP:journals/cmpb/SenGANGA24,
author = {Ahmet Sen and
Elnaz Ghajar{-}Rahimi and
Miquel Aguirre and
Laurent Navarro and
Craig J. Goergen and
Stephane Avril},
title = {Physics-Informed Graph Neural Networks to solve 1-D equations of blood
flow},
journal = {Comput. Methods Programs Biomed.},
volume = {257},
pages = {108427},
year = {2024}
}
@article{DBLP:journals/cmpb/WangTHSCHAS24,
author = {Shurun Wang and
Hao Tang and
Ryutaro Himeno and
Jordi Sol{\'{e}}{-}Casals and
Cesar F. Caiafa and
Shuning Han and
Shigeki Aoki and
Zhe Sun},
title = {Optimizing graph neural network architectures for schizophrenia spectrum
disorder prediction using evolutionary algorithms},
journal = {Comput. Methods Programs Biomed.},
volume = {257},
pages = {108419},
year = {2024}
}
@article{DBLP:journals/cmpb/WangZ24,
author = {Xuhui Wang and
Yuanyuan Zhu},
title = {SleepGCN: {A} transition rule learning model based on Graph Convolutional
Network for sleep staging},
journal = {Comput. Methods Programs Biomed.},
volume = {257},
pages = {108405},
year = {2024}
}
@article{DBLP:journals/cmpb/YangCQ24,
author = {Ping Yang and
Wengxiang Chen and
Hang Qiu},
title = {{MMGCN:} Multi-modal multi-view graph convolutional networks for cancer
prognosis prediction},
journal = {Comput. Methods Programs Biomed.},
volume = {257},
pages = {108400},
year = {2024}
}
@article{DBLP:journals/cn/BakarMCP24,
author = {Rana Abu Bakar and
Lorenzo De Marinis and
Filippo Cugini and
Francesco Paolucci},
title = {FTG-Net-E: {A} hierarchical ensemble graph neural network for DDoS
attack detection},
journal = {Comput. Networks},
volume = {250},
pages = {110508},
year = {2024}
}
@article{DBLP:journals/cn/ChenCWYCMZ24,
author = {Hongyang Chen and
Pengfei Chen and
Benran Wang and
Xian Yu and
Xiaofan Chen and
Dandan Ma and
Zibin Zheng},
title = {Graph neural network based robust anomaly detection at service level
in {SDN} driven microservice system},
journal = {Comput. Networks},
volume = {239},
pages = {110135},
year = {2024}
}
@article{DBLP:journals/cn/FengWLWHXM24,
author = {Pengbin Feng and
Dawei Wei and
Qiaoyang Li and
Qin Wang and
Youbing Hu and
Ning Xi and
Jianfeng Ma},
title = {GlareShell: Graph learning-based {PHP} webshell detection for web
server of industrial internet},
journal = {Comput. Networks},
volume = {245},
pages = {110406},
year = {2024}
}
@article{DBLP:journals/cn/GongCLJDL24,
author = {Yiru Gong and
Susu Cui and
Song Liu and
Bo Jiang and
Cong Dong and
Zhigang Lu},
title = {Graph-based insider threat detection: {A} survey},
journal = {Comput. Networks},
volume = {254},
pages = {110757},
year = {2024}
}
@article{DBLP:journals/cn/GuGLYZLX24,
author = {Zheyuan Gu and
Gaopeng Gou and
Chang Liu and
Chen Yang and
Xiyuan Zhang and
Zhen Li and
Gang Xiong},
title = {Let gambling hide nowhere: Detecting illegal mobile gambling apps
via heterogeneous graph-based encrypted traffic analysis},
journal = {Comput. Networks},
volume = {243},
pages = {110278},
year = {2024}
}
@article{DBLP:journals/cn/HanXZYYHM24,
author = {Xinbo Han and
Guizhong Xu and
Meng Zhang and
Zheng Yang and
Ziyang Yu and
Weiqing Huang and
Chen Meng},
title = {{DE-GNN:} Dual embedding with graph neural network for fine-grained
encrypted traffic classification},
journal = {Comput. Networks},
volume = {245},
pages = {110372},
year = {2024}
}
@article{DBLP:journals/cn/HuLLCLW24,
author = {Xiaoyan Hu and
Di Li and
Miao Li and
Guang Cheng and
Ruidong Li and
Hua Wu},
title = {AHDom: Algorithmically generated domain detection using attribute
heterogeneous graph neural network},
journal = {Comput. Networks},
volume = {254},
pages = {110770},
year = {2024}
}
@article{DBLP:journals/cn/LiLLZLL24,
author = {Zhuo Li and
Shuaijun Liu and
Jindian Liu and
Yu Zhang and
Teng Liang and
Kaihua Liu},
title = {{SIM:} {A} fast real-time graph stream summarization with improved
memory efficiency and accuracy},
journal = {Comput. Networks},
volume = {248},
pages = {110502},
year = {2024}
}
@article{DBLP:journals/cn/LiSWLWJX24,
author = {Tun Li and
Peng Shou and
Xin Wan and
Qian Li and
Rong Wang and
Chaolong Jia and
Yunpeng Xiao},
title = {A fast malware detection model based on heterogeneous graph similarity
search},
journal = {Comput. Networks},
volume = {254},
pages = {110799},
year = {2024}
}
@article{DBLP:journals/cn/LianCYL24,
author = {Linming Lian and
Ningjiang Chen and
Xuemei Yuan and
Jianbo Lu},
title = {Low-complexity collaborative caching strategy based on spatio-temporal
graph convolutional model},
journal = {Comput. Networks},
volume = {249},
pages = {110490},
year = {2024}
}
@article{DBLP:journals/cn/PengGHX24,
author = {Yufei Peng and
Yingya Guo and
Run Hao and
Chengzhe Xu},
title = {Network traffic prediction with Attention-based Spatial-Temporal Graph
Network},
journal = {Comput. Networks},
volume = {243},
pages = {110296},
year = {2024}
}
@article{DBLP:journals/cn/SongWXHL24,
author = {Chao Song and
Jie Wu and
Kunyang Xian and
Jianfeng Huang and
Li Lu},
title = {Spatio-temporal graph learning: Traffic flow prediction of mobile
edge computing in 5G/6G vehicular networks},
journal = {Comput. Networks},
volume = {252},
pages = {110676},
year = {2024}
}
@article{DBLP:journals/cn/WangLL24,
author = {Jiaqin Wang and
Kai Liu and
Hantao Li},
title = {LSTM-based graph attention network for vehicle trajectory prediction},
journal = {Comput. Networks},
volume = {248},
pages = {110477},
year = {2024}
}
@article{DBLP:journals/cn/XuWWGHZ24,
author = {Renjie Xu and
Guangwei Wu and
Weiping Wang and
Xing Gao and
An He and
Zhengpeng Zhang},
title = {Applying self-supervised learning to network intrusion detection for
network flows with graph neural network},
journal = {Comput. Networks},
volume = {248},
pages = {110495},
year = {2024}
}
@article{DBLP:journals/cn/YuTXSW24,
author = {Linxiao Yu and
Jun Tao and
Yifan Xu and
Weice Sun and
Zuyan Wang},
title = {{TLS} fingerprint for encrypted malicious traffic detection with attributed
graph kernel},
journal = {Comput. Networks},
volume = {247},
pages = {110475},
year = {2024}
}
@article{DBLP:journals/cn/ZhenZZWC24,
author = {Zixian Zhen and
Xiangfu Zhao and
Jinkai Zhang and
Yichen Wang and
Haiyue Chen},
title = {{DA-GNN:} {A} smart contract vulnerability detection method based
on Dual Attention Graph Neural Network},
journal = {Comput. Networks},
volume = {242},
pages = {110238},
year = {2024}
}
@article{DBLP:journals/cnsns/LiZYC24,
author = {Ran Li and
Chunmei Zhang and
Hui Yang and
Huiling Chen},
title = {A graph-theoretic method to the existence of stationary distribution
of stochastic multi-layer networks with Markovian switching},
journal = {Commun. Nonlinear Sci. Numer. Simul.},
volume = {136},
pages = {108092},
year = {2024}
}
@article{DBLP:journals/cogcom/LaQLGGC24,
author = {Zhiyao La and
Yurong Qian and
Hongyong Leng and
Tianyu Gu and
Weijun Gong and
Jiaying Chen},
title = {{MC-GAT:} Multi-Channel Graph Attention Networks for Capturing Diverse
Information in Complex Graphs},
journal = {Cogn. Comput.},
volume = {16},
number = {2},
pages = {595--607},
year = {2024}
}
@article{DBLP:journals/cogsr/NuamahU24,
author = {Joseph K. Nuamah and
Jimmy Uba},
title = {Graph analysis of functional brain networks under varying working
memory load: An EEG-based minimum spanning tree approach},
journal = {Cogn. Syst. Res.},
volume = {86},
pages = {101238},
year = {2024}
}
@article{DBLP:journals/comcom/DaneshvarM24,
author = {Seyyed Mohammad Mahdi Hosseini Daneshvar and
Sayyed Majid Mazinani},
title = {Training a Graph Neural Network to solve {URLLC} and eMBB coexisting
in 5G networks},
journal = {Comput. Commun.},
volume = {225},
pages = {171--184},
year = {2024}
}
@article{DBLP:journals/comcom/GaoXCYL24,
author = {Fei Gao and
Zhifeng Xiao and
Shuo Chen and
Richeng Yu and
Xiaorong Li},
title = {MedGCN: An IoT-edge thrombus graph convolutional network for accurate
prediction and prescription diagnosis of vascular occlusive diseases
from unstructured clinical reports},
journal = {Comput. Commun.},
volume = {214},
pages = {123--135},
year = {2024}
}
@article{DBLP:journals/comcom/QianXWY24,
author = {Bing Qian and
Hanlei Xie and
Wei Wu and
Yan Yang},
title = {Cellular fault prediction of graphical representation based on spatio-temporal
graph convolutional networks},
journal = {Comput. Commun.},
volume = {213},
pages = {78--87},
year = {2024}
}
@article{DBLP:journals/compnet/DehghanSSBMKP24,
author = {Ashkan Dehghan and
Kinga Siuta and
Agata Skorupka and
Andrei Betlen and
David Miller and
Bogumil Kaminski and
Pawel Pralat},
title = {Unsupervised framework for evaluating and explaining structural node
embeddings of graphs},
journal = {J. Complex Networks},
volume = {12},
number = {2},
year = {2024}
}
@article{DBLP:journals/compnet/MondalSMJ24,
author = {Madhumita Mondal and
Areejit Samal and
Florentin M{\"{u}}nch and
J{\"{u}}rgen Jost},
title = {Bakry-{\'{E}}mery-Ricci curvature: an alternative network geometry
measure in the expanding toolbox of graph Ricci curvatures},
journal = {J. Complex Networks},
volume = {12},
number = {3},
year = {2024}
}
@article{DBLP:journals/compsec/ChenWXYXJXY24,
author = {Zuohui Chen and
Renxuan Wang and
Jingyang Xiang and
Yue Yu and
Xin Xia and
Shouling Ji and
Qi Xuan and
Xiaoniu Yang},
title = {{GGT:} Graph-guided testing for adversarial sample detection of deep
neural network},
journal = {Comput. Secur.},
volume = {140},
pages = {103710},
year = {2024}
}
@article{DBLP:journals/compsec/ChenXCSGG24,
author = {Jinfu Chen and
Haodi Xie and
Saihua Cai and
Luo Song and
Bo Geng and
Wuhao Guo},
title = {{GCN-MHSA:} {A} novel malicious traffic detection method based on
graph convolutional neural network and multi-head self-attention mechanism},
journal = {Comput. Secur.},
volume = {147},
pages = {104083},
year = {2024}
}
@article{DBLP:journals/compsec/FengGYWLXM24,
author = {Pengbin Feng and
Le Gai and
Li Yang and
Qin Wang and
Teng Li and
Ning Xi and
Jian Feng Ma},
title = {DawnGNN: Documentation augmented windows malware detection using graph
neural network},
journal = {Comput. Secur.},
volume = {140},
pages = {103788},
year = {2024}
}
@article{DBLP:journals/compsec/GuanHMG24,
author = {Siwei Guan and
Zhiwei He and
Shenhui Ma and
Mingyu Gao},
title = {Multivariate time series anomaly detection with variational autoencoder
and spatial-temporal graph network},
journal = {Comput. Secur.},
volume = {142},
pages = {103877},
year = {2024}
}
@article{DBLP:journals/compsec/GuoHZWJS24,
author = {Longtao Guo and
Huakun Huang and
Lingjun Zhao and
Peiliang Wang and
Shan Jiang and
Chunhua Su},
title = {Reentrancy vulnerability detection based on graph convolutional networks
and expert patterns under subspace mapping},
journal = {Comput. Secur.},
volume = {142},
pages = {103894},
year = {2024}
}
@article{DBLP:journals/compsec/RekaKRS24,
author = {R. Reka and
R. Karthick and
R. Saravana Ram and
Gurkirpal Singh},
title = {Multi head self-attention gated graph convolutional network based
multi{\unicode{8209}}attack intrusion detection in {MANET}},
journal = {Comput. Secur.},
volume = {136},
pages = {103526},
year = {2024}
}
@article{DBLP:journals/compsec/XieLZ24,
author = {Shujiang Xie and
Lian Li and
Yian Zhu},
title = {Anomaly detection for multivariate time series in IoT using discrete
wavelet decomposition and dual graph attention networks},
journal = {Comput. Secur.},
volume = {146},
pages = {104075},
year = {2024}
}
@article{DBLP:journals/compsec/ZhongLZX24,
author = {Meihui Zhong and
Mingwei Lin and
Chao Zhang and
Zeshui Xu},
title = {A survey on graph neural networks for intrusion detection systems:
Methods, trends and challenges},
journal = {Comput. Secur.},
volume = {141},
pages = {103821},
year = {2024}
}
@article{DBLP:journals/computers/CharkhabiSBMB24,
author = {Sadaf Charkhabi and
Peyman Samimi and
Sikha Bagui and
Dustin Mink and
Subhash C. Bagui},
title = {Node Classification of Network Threats Leveraging Graph-Based Characterizations
Using Memgraph},
journal = {Comput.},
volume = {13},
number = {7},
pages = {171},
year = {2024}
}
@article{DBLP:journals/computers/RuanD24,
author = {Kangrui Ruan and
Xuan Di},
title = {InfoSTGCAN: An Information-Maximizing Spatial-Temporal Graph Convolutional
Attention Network for Heterogeneous Human Trajectory Prediction},
journal = {Comput.},
volume = {13},
number = {6},
pages = {151},
year = {2024}
}
@article{DBLP:journals/computing/DuMLL24,
author = {Hui Du and
Cuntao Ma and
Depeng Lu and
Jingrui Liu},
title = {{HHSE:} heterogeneous graph neural network via higher-order semantic
enhancement},
journal = {Computing},
volume = {106},
number = {3},
pages = {865--887},
year = {2024}
}
@article{DBLP:journals/computing/RamaManeiroVLM24,
author = {Efr{\'{e}}n Rama{-}Maneiro and
Juan Carlos Vidal and
Manuel Lama and
Pablo Monteagudo{-}Lago},
title = {Exploiting recurrent graph neural networks for suffix prediction in
predictive monitoring},
journal = {Computing},
volume = {106},
number = {9},
pages = {3085--3111},
year = {2024}
}
@article{DBLP:journals/computing/SunMLRW24,
author = {Chengcheng Sun and
Fanrong Meng and
Chenhao Li and
Xiaobin Rui and
Zhixiao Wang},
title = {{LGAT:} a light graph attention network focusing on message passing
for semi-supervised node classification},
journal = {Computing},
volume = {106},
number = {6},
pages = {1729--1747},
year = {2024}
}
@article{DBLP:journals/comsis/LiuLHHZ24,
author = {Zhiguang Liu and
Fengshuai Li and
Guoyin Hao and
Xiaoqing He and
Yuanheng Zhang},
title = {{GCN-LSTM:} multi-label educational emotion prediction based on graph
Convolutional network and long and short term memory network fusion
label correlation in online social networks},
journal = {Comput. Sci. Inf. Syst.},
volume = {21},
number = {4},
pages = {1583--1605},
year = {2024}
}
@article{DBLP:journals/comsis/YuZYI24,
author = {Jing Yu and
Lu Zhao and
Shoulin Yin and
Mirjana Ivanovic},
title = {News recommendation model based on encoder graph neural network and
bat optimization in online social multimedia art education},
journal = {Comput. Sci. Inf. Syst.},
volume = {21},
number = {3},
pages = {989--1012},
year = {2024}
}
@article{DBLP:journals/concurrency/BaiBW24,
author = {Shengxing Bai and
Chenyang Bu and
Xindong Wu},
title = {High-degree penalty based global statistical network embedding for
name disambiguation in anonymized graph},
journal = {Concurr. Comput. Pract. Exp.},
volume = {36},
number = {20},
year = {2024}
}
@article{DBLP:journals/concurrency/LiFDLB24,
author = {Wei Li and
Tao Feng and
Guodong Du and
Sixin Liang and
Ang Bian},
title = {Learning to cluster person via graph convolution networks for video-based
person re-identification},
journal = {Concurr. Comput. Pract. Exp.},
volume = {36},
number = {17},
year = {2024}
}
@article{DBLP:journals/concurrency/SontiRP24,
author = {Nagaraju Sonti and
Mulpuri Santhi Sri Rukmini and
Venkatappa Reddy Pamulapati},
title = {Social network based link correlation using graph neural network with
deep learning architectures for feature vectors prediction and classification},
journal = {Concurr. Comput. Pract. Exp.},
volume = {36},
number = {14},
year = {2024}
}
@article{DBLP:journals/concurrency/ZhaoPDT24,
author = {Xiaoran Zhao and
Changgen Peng and
Hongfa Ding and
Weijie Tan},
title = {An integrated graph data privacy attack framework based on graph neural
networks in IoT},
journal = {Concurr. Comput. Pract. Exp.},
volume = {36},
number = {20},
year = {2024}
}
@article{DBLP:journals/connection/GuoYZW24,
author = {Hui Guo and
Chengyong Yang and
Liqing Zhou and
Shiwei Wei},
title = {A novel Knowledge Graph recommendation algorithm based on Graph Convolutional
Network},
journal = {Connect. Sci.},
volume = {36},
number = {1},
year = {2024}
}
@article{DBLP:journals/connection/LiuSWZZC24,
author = {Wenjuan Liu and
Zhengyan Sun and
Subo Wei and
Shunxiang Zhang and
Guangli Zhu and
Lei Chen},
title = {{PS-GCN:} psycholinguistic graph and sentiment semantic fused graph
convolutional networks for personality detection},
journal = {Connect. Sci.},
volume = {36},
number = {1},
year = {2024}
}
@article{DBLP:journals/connection/XieZCZT24,
author = {Fenfang Xie and
Angyu Zheng and
Liang Chen and
Zibin Zheng and
Mingdong Tang},
title = {Weighted meta-graph based mobile application recommendation through
matrix factorisation and neural networks},
journal = {Connect. Sci.},
volume = {36},
number = {1},
year = {2024}
}
@article{DBLP:journals/cor/LiuWMAL24,
author = {Yi Liu and
Xuan Wang and
Tao Meng and
Wei Ai and
Keqin Li},
title = {{LG-GNN:} Local and Global Information-aware Graph Neural Network
for default detection},
journal = {Comput. Oper. Res.},
volume = {169},
pages = {106738},
year = {2024}
}
@article{DBLP:journals/cphysics/ZhangYML24,
author = {Ningbo Zhang and
Shiqiang Yan and
Qingwei Ma and
Qian Li},
title = {A hybrid method combining {ISPH} with graph neural network for simulating
free-surface flows},
journal = {Comput. Phys. Commun.},
volume = {301},
pages = {109220},
year = {2024}
}
@article{DBLP:journals/csbs/PfefferWCWH24,
author = {Emanuel Pfeffer and
Michael Wa{\ss}mer and
Yee{-}Ying Cung and
Roger Wolf and
Ulrich Husemann},
title = {A Case Study of Sending Graph Neural Networks Back to the Test Bench
for Applications in High-Energy Particle Physics},
journal = {Comput. Softw. Big Sci.},
volume = {8},
number = {1},
pages = {13},
year = {2024}
}
@article{DBLP:journals/csbs/SavardMHGPPSU24,
author = {Claire Savard and
Nicholas Manganelli and
Burt Holzman and
Lindsey Gray and
Alexx Perloff and
Kevin Pedro and
Kevin Stenson and
Keith Ulmer},
title = {Optimizing High-Throughput Inference on Graph Neural Networks at Shared
Computing Facilities with the {NVIDIA} Triton Inference Server},
journal = {Comput. Softw. Big Sci.},
volume = {8},
number = {1},
pages = {14},
year = {2024}
}
@article{DBLP:journals/csl/WanCLZD24,
author = {Yujie Wan and
Yuzhong Chen and
Jiali Lin and
Jiayuan Zhong and
Chen Dong},
title = {A knowledge-augmented heterogeneous graph convolutional network for
aspect-level multimodal sentiment analysis},
journal = {Comput. Speech Lang.},
volume = {85},
pages = {101587},
year = {2024}
}
@article{DBLP:journals/csl/YinXJYFW24,
author = {Fulian Yin and
Tongtong Xing and
Meiqi Ji and
Zebin Yao and
Ruiling Fu and
Yuewei Wu},
title = {Multipath-guided heterogeneous graph neural networks for sequential
recommendation},
journal = {Comput. Speech Lang.},
volume = {87},
pages = {101642},
year = {2024}
}
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pages = {2095--2114},
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@article{DBLP:journals/cssp/LuX24,
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Hao Xing},
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journal = {Circuits Syst. Signal Process.},
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pages = {7820--7842},
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@article{DBLP:journals/csur/ChenCZJFZCWAL24,
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Fanglan Chen and
Lei Zhang and
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Feng Chen and
Lingfei Wu and
Charu Aggarwal and
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Framework for Graph Neural Networks},
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author = {Yingxia Shao and
Hongzheng Li and
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Yeon{-}Chang Lee and
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Chi Xie and
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Haoyue Guan and
Shaohui Lin and
Chunhua Gu and
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bipartite graph network},
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graph convolutional networks},
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Yan Ning and
Derong Shen and
Tiezheng Nie},
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with Temporal Convolution},
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Fangyuan Lei and
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title = {{MSGNN:} Multi-scale Spatio-temporal Graph Neural Network for epidemic
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Lingyi Wang and
Wei Wu and
Fuhui Zhou and
Baoyun Wang and
Qihui Wu},
title = {Graph neural network-based scheduling for multi-UAV-enabled communications
in {D2D} networks},
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author = {Zhaowei Liu and
Dong Yang and
Shenqiang Wang and
Hang Su},
title = {Adaptive multi-channel Bayesian graph attention network for IoT transaction
security},
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author = {Guanlin Wu and
Haipeng Wang and
Yu Liu and
You He},
title = {GraphSTGAN: Situation understanding network of slow-fast high maneuvering
targets for maritime monitor services of IoT data},
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author = {Yuteng Xiao and
Kaijian Xia and
Hongsheng Yin and
Yu{-}Dong Zhang and
Zhenjiang Qian and
Zhaoyang Liu and
Yuehan Liang and
Xiaodan Li},
title = {{AFSTGCN:} Prediction for multivariate time series using an adaptive
fused spatial-temporal graph convolutional network},
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author = {Yanming Chen and
Guoli Li and
Xiaoqiang Liu and
Yueqian Shen and
Jia Li and
Qin Tian},
title = {Integrating OpenStreetMap tags for efficient LiDAR point cloud classification
using graph neural networks},
journal = {Int. J. Digit. Earth},
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@article{DBLP:journals/digearth/GongLYCXCJL24,
author = {Shuhui Gong and
Jialong Liu and
Yuchen Yang and
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Rui Cao and
Changfeng Jing and
Yu Liu},
title = {Self-paced Gaussian-based graph convolutional network: predicting
travel flow and unravelling spatial interactions through {GPS} trajectory
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journal = {Int. J. Digit. Earth},
volume = {17},
number = {1},
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