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ORCIDNeural Networks, Volume 181
Volume 181, 2025
- Yundong Sun
, Dongjie Zhu, Yansong Wang, Yansheng Fu, Zhaoshuo Tian:
GTC: GNN-Transformer co-contrastive learning for self-supervised heterogeneous graph representation. 106645 - Yuntao Du, Siqi Luo, Yi Xin, Mingcai Chen, Shuai Feng, Mujie Zhang, Chongjun Wang:
Multi-source fully test-time adaptation. 106661 - Linfeng Feng, Xiao-Lei Zhang, Xuelong Li:
Eliminating quantization errors in classification-based sound source localization. 106679 - Langping He, Bing Wei, Kuangrong Hao, Lei Gao, Chuang Peng:
Bio-inspired deep neural local acuity and focus learning for visual image recognition. 106712 - Matthias Brucklacher, Giovanni Pezzulo, Francesco Mannella, Gaspare Galati, Cyriel M. A. Pennartz:
Learning to segment self-generated from externally caused optic flow through sensorimotor mismatch circuits. 106716 - Liwen Peng, Songlei Jian, Minne Li, Zhigang Kan, Linbo Qiao, Dongsheng Li:
A unified multimodal classification framework based on deep metric learning. 106747 - Yi Cheng, Peng Yao, Liang Xu, Mingxiao Chen, Peng Liu, Pengfei Shao, Shuwei Shen, Ronald X. Xu:
DCST: Dual Cross-Supervision for Transformer-based Unsupervised Domain Adaptation. 106749 - Tomoumi Takase, Ryo Karakida:
Optimal layer selection for latent data augmentation. 106753 - Zhuo Xiang, Xiaoyu Tian, Yiyao Liu, Minsi Chen, Cheng Zhao, Li-Na Tang, En-Sheng Xue, Qi Zhou, Bin Shen, Fang Li, Qin Chen, Hong-Yuan Xue, Qing Tang, Ying-Jia Li, Lei Liang, Bin Wang, Quan-Shui Li, Chang-Jun Wu, Tian-Tian Ren, Jin-Yu Wu, Tianfu Wang, Wen-Ying Liu, Kun Yan, Bo-Ji Liu, Li-Ping Sun, Chong-Ke Zhao, Hui-Xiong Xu, Baiying Lei:
Federated learning via multi-attention guided UNet for thyroid nodule segmentation of ultrasound images. 106754 - Zhenyu He, Jia-Qi Lin, Chang-Dong Wang, Mohsen Guizani:
Interaction-knowledge semantic alignment for recommendation. 106755 - Xian Mo, Jun Pang, Binyuan Wan, Rui Tang, Hao Liu, Shuyu Jiang:
Multi-relational graph contrastive learning with learnable graph augmentation. 106757 - Arash Akbarinia:
Exploring the categorical nature of colour perception: Insights from artificial networks. 106758 - Qihan Hu, Daomiao Wang, Hong Wu, Jian Liu, Cuiwei Yang:
Efficient multi-view fusion and flexible adaptation to view missing in cardiovascular system signals. 106760 - Ji-Sang Hwang, Sang-Hoon Lee, Seong-Whan Lee:
HiddenSinger: High-quality singing voice synthesis via neural audio codec and latent diffusion models. 106762 - Long Tang, Pengfei Yan, Yingjie Tian, Panos M. Pardalos:
Self-adaptive label discovery and multi-view fusion for complementary label learning. 106763 - Changzeng Fu, Fengkui Qian, Kaifeng Su, Yikai Su, Ze Wang, Jiaqi Shi, Zhigang Liu, Chaoran Liu, Carlos Toshinori Ishi:
HiMul-LGG: A hierarchical decision fusion-based local-global graph neural network for multimodal emotion recognition in conversation. 106764 - Yuqi Ma, Huamin Wang, Hangchi Shen, Shukai Duan, Shiping Wen:
Analog Spiking U-Net integrating CBAM&ViT for medical image segmentation. 106765 - Shan He, Patrick Musgrave:
Physical reservoir computing on a soft bio-inspired swimmer. 106766 - Faisal Ahmed, David Sánchez, Zouhair Haddi, Josep Domingo-Ferrer:
MemberShield: A framework for federated learning with membership privacy. 106768 - Bo Xia, Haoyuan Sun, Bo Yuan, Zhiheng Li, Bin Liang, Xueqian Wang:
A delay-robust method for enhanced real-time reinforcement learning. 106769 - Lea Kunkel, Mathias Trabs:
A Wasserstein perspective of Vanilla GANs. 106770 - Madison Lewis, Wenlong Jiang, Nicholas D. Theis, Joshua Cape, Konasale M. Prasad:
Classification of psychosis spectrum disorders using graph convolutional networks with structurally constrained functional connectomes. 106771 - Amal Shaheen, Nairouz Mrabah, Riadh Ksantini, Abdulla Alqaddoumi:
Rethinking deep clustering paradigms: Self-supervision is all you need. 106773 - Farhatullah, Xin Chen, Deze Zeng, Rahmat Ullah, Rab Nawaz, Jiafeng Xu, Tughrul Arslan:
A deep learning approach for non-invasive Alzheimer's monitoring using microwave radar data. 106778 - Guixian Zhang, Guan Yuan, Debo Cheng, Lin Liu, Jiuyong Li, Shichao Zhang:
Disentangled contrastive learning for fair graph representations. 106781 - Quanyou Shen, Bowen Zheng, Wenhao Li, Xiaoran Shi, Kun Luo, Yuqian Yao, Xinyan Li, Shidong Lv, Jie Tao, Qiang Wei:
MixUNETR: A U-shaped network based on W-MSA and depth-wise convolution with channel and spatial interactions for zonal prostate segmentation in MRI. 106782 - Jiawei Sun, Ruoxin Chen, Jie Li, Yue Ding, Chentao Wu, Zhi Liu, Junchi Yan:
Understanding and mitigating dimensional collapse of Graph Contrastive Learning: A non-maximum removal approach. 106652 - Xiao-Jun Yang, Yang-Hui Wu, Zhi-Hao Zhang, Jing Wang, Feiping Nie:
Multitype view of knowledge contrastive learning for recommendation. 106690 - Wenyuan Wu, Siyuan Duan, Yuan Sun, Yang Yu, Dong Liu, Dezhong Peng:
Deep fuzzy physics-informed neural networks for forward and inverse PDE problems. 106750 - Hrushikesh N. Mhaskar, Ryan O'Dowd:
Learning on manifolds without manifold learning. 106759 - Ben Adcock, Simone Brugiapaglia, Nick C. Dexter, Sebastian Moraga:
Near-optimal learning of Banach-valued, high-dimensional functions via deep neural networks. 106761 - Anuradha Kumari, Mushir Akhtar, Rupal Shah, Muhammad Tanveer:
Support matrix machine: A review. 106767 - Yongcun Song, Ziqi Wang, Enrique Zuazua:
FedADMM-InSa: An inexact and self-adaptive ADMM for federated learning. 106772 - Mika Sipilä, Claudia Cappello, Sandra De Iaco, Klaus Nordhausen, Sara Taskinen:
Modelling multivariate spatio-temporal data with identifiable variational autoencoders. 106774 - Weiguang Zhao, Guanyu Yang, Rui Zhang, Chenru Jiang, Chaolong Yang, Yuyao Yan, Amir Hussain, Kaizhu Huang:
Open-Pose 3D zero-shot learning: Benchmark and challenges. 106775 - Shuo Han, Yaling Xun, Jianghui Cai, Haifeng Yang, Yanfeng Li:
DyGraphformer: Transformer combining dynamic spatio-temporal graph network for multivariate time series forecasting. 106776 - Wenjing Huang, Shikui Tu, Lei Xu:
PFB-Diff: Progressive Feature Blending diffusion for text-driven image editing. 106777 - Kaiyi Xu, Minhui Wang, Xin Zou, Jingjing Liu, Ao Wei, Jiajia Chen, Chang Tang:
HSTrans: Homogeneous substructures transformer for predicting frequencies of drug-side effects. 106779 - Le Yang, Jun Lei, Ming Cheng, Zhixia Ding, Sai Li, Zhigang Zeng:
Memristor-based circuit design of BiLSTM network. 106780 - Xuhui Sui, Ying Zhang, Kehui Song, Baohang Zhou, Xiaojie Yuan:
Introducing high correlation and high quality instances for few-shot entity linking. 106783 - Pei Quan, Lei Zheng, Wen Zhang, Yang Xiao, Lingfeng Niu, Yong Shi:
ExGAT: Context extended graph attention neural network. 106784 - Zhaowei Liu, Miaosi Xie, Yongchao Song, Lihong Wang, Yunhong Lu, Haiyang Wang, Xiaolong Chen:
BAB-GSL: Using Bayesian influence with attention mechanism to optimize graph structure in basic views. 106785 - Zhaodi Pei, Zhiyuan Zhu, Zonglei Zhen, Xia Wu:
Disentangle the group and individual components of functional connectome with autoencoders. 106786 - Yang-Geng Fu, Xinlong Chen, Shuling Xu, Jin Li, Xi Yao, Ziyang Huang, Ying-Ming Wang:
GSSCL: A framework for Graph Self-Supervised Curriculum Learning based on clustering label smoothing. 106787 - Jingxuan Pang, Chunguang Li:
Context-aware feature reconstruction for class-incremental anomaly detection and localization. 106788 - Binquan Deng, Aouaidjia Kamel, Chongsheng Zhang:
Open-set long-tailed recognition via orthogonal prototype learning and false rejection correction. 106789 - Chuang Liu, Wenhang Yu, Kuang Gao, Xueqi Ma, Yibing Zhan, Jia Wu, Wenbin Hu, Bo Du:
Graph explicit pooling for graph-level representation learning. 106790 - Huimin Guan, Yang Liu, Kit Ian Kou, Weihua Gui:
A neurodynamic optimization approach to distributed nonconvex optimization based on an HP augmented Lagrangian function. 106791 - Sergi Abadal, Pablo Galván, Alberto Mármol, Nadia Mammone, Cosimo Ieracitano, Michele Lo Giudice, Alessandro Salvini, Francesco Carlo Morabito:
Graph neural networks for electroencephalogram analysis: Alzheimer's disease and epilepsy use cases. 106792 - Giuseppe Alessio D'Inverno, Simone Brugiapaglia, Mirco Ravanelli:
Generalization limits of Graph Neural Networks in identity effects learning. 106793 - Chenxun Deng, Dafang Li, Lin Ji, Chengyang Zhang, Baican Li, Hongying Yan, Jiyuan Zheng, Lifeng Wang, Junguo Zhang:
ChatDiff: A ChatGPT-based diffusion model for long-tailed classification. 106794 - Xinran Liu, Yikun Bai, Yuzhe Lu, Andrea Soltoggio, Soheil Kolouri:
Wasserstein task embedding for measuring task similarities. 106796 - Xing Hu, Zhixuan Li, Lingkun Luo, Hamid Reza Karimi, Dawei Zhang:
Dictionary trained attention constrained low rank and sparse autoencoder for hyperspectral anomaly detection. 106797 - Ming Ye, Yitong Li, Di Wu, Xifeng Li, Dongjie Bi, Yongle Xie:
Near-field millimeter-wave and visible image fusion via transfer learning. 106799 - Dandan Zhang, Zhiqiang Zhang, Nanguang Chen, Yun Wang:
RFNet: Multivariate long sequence time-series forecasting based on recurrent representation and feature enhancement. 106800 - Nijing Yang, Hong Peng, Jun Wang, Xiang Lu, Antonio Ramírez-de-Arellano, Xiangxiang Wang, Yongbin Yu:
Model design and exponential state estimation for discrete-time delayed memristive spiking neural P systems. 106801 - Hailing Wang, Chunwei Wu, Hai Zhang, Guitao Cao, Wenming Cao:
Uncertainty guided semi-supervised few-shot segmentation with prototype level fusion. 106802 - Pengfei Fang:
Adaptive indefinite kernels in hyperbolic spaces. 106803 - Xin Xiong, Xiangyu Wang, Suorong Yang, Furao Shen, Jian Zhao:
GMNI: Achieve good data augmentation in unsupervised graph contrastive learning. 106804 - Xianwei Guo, Zhiyong Yu, Fangwan Huang, Xing Chen, Dingqi Yang, Jiangtao Wang:
Dynamic meta-graph convolutional recurrent network for heterogeneous spatiotemporal graph forecasting. 106805 - Xiaoke Hao, Shiyu Liu, Chuanbo Feng, Ye Zhu:
Reducing semantic ambiguity in domain adaptive semantic segmentation via probabilistic prototypical pixel contrast. 106806 - Junbo Wang, Jianrui Chen, Zhihui Wang, Maoguo Gong:
Hypergraph contrastive attention networks for hyperedge prediction with negative samples evaluation. 106807 - Yanjun Zhao, Haibin Sun, Xiangyu Wang, Dong Yang, Ticao Jiao:
Distributed leader-following bipartite consensus for one-sided Lipschitz multi-agent systems via dual-terminal event-triggered mechanism. 106808 - Laibin Chang, Yunke Wang, Bo Du, Chang Xu:
Rectangling and enhancing underwater stitched image via content-aware warping and perception balancing. 106809 - Xingwen Zhou, Zhenghao You, Weiguo Sun, Dongdong Zhao, Shi Yan:
Fractional-order stochastic gradient descent method with momentum and energy for deep neural networks. 106810 - Linlu Dong, Jun Wang:
FusionOC: Research on optimal control method for infrared and visible light image fusion. 106811 - Shiguang Wang, Zhongyu Zhang, Guo Ai, Jian Cheng:
Deployable mixed-precision quantization with co-learning and one-time search. 106812 - Lizhi Chen, Kesen Li:
Multi-Modal Graph Aggregation Transformer for image captioning. 106813 - Zhenlei Dai, Liangchen Hu, Huaijiang Sun:
Robust generalized PCA for enhancing discriminability and recoverability. 106814 - Yurui Zhao, Xiang Wang, Zhitao Huang:
BiLSTM-Filt: Neural network for radar word segmentation. 106815 - Meng Yang, Yihao Wang, Yu Gu:
Language-based reasoning graph neural network for commonsense question answering. 106816 - Haoran Wang, Xinyu Guo, Kaiwen Song, Mingyang Sun, Yanbin Shao, Songfeng Xue, Hongwei Zhang, Tianyu Zhang:
GO-MAE: Self-supervised pre-training via masked autoencoder for OCT image classification of gynecology. 106817 - Zhichao Zuo, Zhao Zhang, Yan Luo, Yang Zhao, Haijun Zhang, Yi Yang, Meng Wang:
Cut-and-Paste: Subject-driven video editing with attention control. 106818 - Yishun Liu, Keke Huang, Benedict Jun Ma, Ke Wei, Yuxuan Li, Chunhua Yang, Weihua Gui:
Quality-related fault detection for dynamic process based on quality-driven long short-term memory network and autoencoder. 106819 - Yunxiang Lu, Min Xiao, Xiaoqun Wu, Hamid Reza Karimi, Xiangpeng Xie, Jinde Cao, Wei Xing Zheng:
Tipping prediction of a class of large-scale radial-ring neural networks. 106820 - Motofumi Shishikura, Itsuki Machida, Hiroshi Tamura, Kô Sakai:
Local contour features contribute to figure-ground segregation in monkey V4 neural populations and human perception. 106821 - Venkatachalam Kandasamy, Vladimir Simic, Nebojsa Bacanin, Dragan Pamucar:
Optimized deep learning networks for accurate identification of cancer cells in bone marrow. 106822 - Pengcheng Wei, Yuan Fang, Zhihao Wen, Zheng Xiao, Binbin Chen:
An end-to-end bi-objective approach to deep graph partitioning. 106823 - Cong Zheng, Yixuan Song:
Personalized multi-head self-attention network for news recommendation. 106824 - Yao Li, Yuhui Wang, Xiaoyang Tan:
Highly valued subgoal generation for efficient goal-conditioned reinforcement learning. 106825 - Elsa Dos Cardoso-Bihlo, Alex Bihlo:
Exactly conservative physics-informed neural networks and deep operator networks for dynamical systems. 106826 - Kai Zhou, Jinglong Fang, Dan Wei, Wen Wu, Rui Hu:
Exploring better sparsely annotated shadow detection. 106827 - Li Meng, Yunfei He, Chenyuan Sun, Lishan Huang, Taizhang Hu, Fei Yang:
Learning personalized drug features and differentiated drug-pair interaction information for drug-drug interaction prediction. 106828 - Dan Su, Long Jin, Jun Wang:
Noise-resistant sharpness-aware minimization in deep learning. 106829 - Ahmed Begga, Francisco Escolano, Miguel Angel Lozano:
Node classification in the heterophilic regime via diffusion-jump GNNs. 106830 - Wenhao Li, Bowen Zheng, Quanyou Shen, Xiaoran Shi, Kun Luo, Yuqian Yao, Xinyan Li, Shidong Lv, Jie Tao, Qiang Wei:
Adaptive window adjustment with boundary DoU loss for cascade segmentation of anatomy and lesions in prostate cancer using bpMRI. 106831 - Qian Tao, Chenghao Liu, Yuhan Xia, Yong Xu, Lusi Li:
Adaptive multi-graph contrastive learning for bundle recommendation. 106832 - Jianzhou Feng, Qin Wang, Huaxiao Qiu, Lirong Liu:
Retrieval In Decoder benefits generative models for explainable complex question answering. 106833 - Huan Liu, Mingwen Shao, Yecong Wan, Yuexian Liu, Kai Shang:
SeBIR: Semantic-guided burst image restoration. 106834 - Huannan Zheng, Wei Zhu, Xiaodi Li:
Synchronization of time-delay dynamical networks via hybrid delayed impulses. 106835 - Shuaicong Hu, Yanan Wang, Jian Liu, Zhaoqiang Cui, Cuiwei Yang, Zhifeng Yao, Junbo Ge:
IPCT-Net: Parallel information bottleneck modality fusion network for obstructive sleep apnea diagnosis. 106836 - Lin Cheng, Yanjie Liang, Yang Lu, Yiu-ming Cheung:
GradToken: Decoupling tokens with class-aware gradient for visual explanation of Transformer network. 106837 - Yuanming Zhang, Huihui Pan, Jue Wang:
Enabling deformation slack in tracking with temporally even correlation filters. 106839 - Huming Liao, Hongmei Chen, Tengyu Yin, Zhong Yuan, Shi-Jinn Horng, Tianrui Li:
A general adaptive unsupervised feature selection with auto-weighting. 106840 - Jiao Huang, Qianli Xing, Jinglong Ji, Bo Yang:
PerCNet: Periodic complete representation for crystal graphs. 106841 - Yalan Qin, Xinpeng Zhang, Shui Yu, Guorui Feng:
A survey on representation learning for multi-view data. 106842 - Fenglan Sun, Xuemei Yu, Wei Zhu, Jürgen Kurths:
Data-sampled time-varying formation for singular multi-agent systems with multiple leaders. 106843 - Xujin Li, Wei Wei, Shuang Qiu, Huiguang He:
A temporal-spectral fusion transformer with subject-specific adapter for enhancing RSVP-BCI decoding. 106844 - Shubham Pateria, Budhitama Subagdja, Ah-Hwee Tan:
FedART: A neural model integrating federated learning and adaptive resonance theory. 106845 - Yunhui Liu, Tieke He, Tao Zheng, Jianhua Zhao:
Negative-Free Self-Supervised Gaussian Embedding of Graphs. 106846 - Jinfeng Li, Biao Luo, Xiaodong Xu, Tingwen Huang:
Offline reward shaping with scaling human preference feedback for deep reinforcement learning. 106848 - Zihang Huang, Zhiwei Wang, Tianyu Zhao, Xiaohuan Ding, Xin Yang:
Toward high-quality pseudo masks from noisy or weak annotations for robust medical image segmentation. 106850 - Ziyu Wang, Yiming Du, Yao Wang, Rui Ning, Lusi Li:
Deep Incomplete Multi-view Clustering via Multi-level Imputation and Contrastive Alignment. 106851 - Tong Li, Chenjia Bai, Kang Xu, Chen Chu, Peican Zhu, Zhen Wang:
Skill matters: Dynamic skill learning for multi-agent cooperative reinforcement learning. 106852 - Hanjuan Huang, Hsing-Kuo Pao:
A unified noise and watermark removal from information bottleneck-based modeling. 106853 - Huilan Luo, Weixia Hu, Yixiao Wei, Jianlong He, Minghao Yu:
HirMTL: Hierarchical Multi-Task Learning for dense scene understanding. 106854 - Chuanyu Li, Haotian Li, Xingchen Dong, Xiangwen Zhong, Haozhou Cui, Dezan Ji, Landi He, Guoyang Liu, Weidong Zhou:
CNN-Informer: A hybrid deep learning model for seizure detection on long-term EEG. 106855 - Suneung Kim, Seong-Whan Lee:
AmbiBias Contrast: Enhancing debiasing networks via disentangled space from ambiguity-bias clusters. 106857 - Chenyang Zhu, Lanlan Zhang, Weibin Luo, Guangqi Jiang, Qian Wang:
Tensorial multiview low-rank high-order graph learning for context-enhanced domain adaptation. 106859 - Qian Cui, Jinde Cao, Mahmoud A. Abdel-Aty, Ardak Kashkynbayev:
Global practical finite-time synchronization of disturbed inertial neural networks by delayed impulsive control. 106873 - Hao Chen, Boquan Fan, Haiyang Li, Jigen Peng:
Rigid propagation of visual motion in the insect's neural system. 106874 - Wenxing Man, Liming Xu, Chunlin He:
Evolutionary architecture search for generative adversarial networks using an aging mechanism-based strategy. 106877 - Sanghyeon Kim, Hyunmo Yang, Younghyun Kim, Youngjoon Hong, Eunbyung Park:
Corrigendum to "Hydra: Multi-head Low-rank Adaptation for Parameter Efficient Fine-tuning" [Neural Networks Volume 178, October (2024), 1-11/106414]]. 106878 - Bo Dong, Xinye Zhu, Tianjiao An, Hucheng Jiang, Bing Ma:
Barrier-critic-disturbance approximate optimal control of nonzero-sum differential games for modular robot manipulators. 106880 - Yuhang Wang, Bin Zou, Jie Xu, Chen Xu, Yuan Yan Tang:
ALR-HT: A fast and efficient Lasso regression without hyperparameter tuning. 106885 - Huu Hoang, Nobuyoshi Matsumoto, Miyuki Miyano, Yuji Ikegaya, Aurelio Cortese:
Dopamine-induced relaxation of spike synchrony diversifies burst patterns in cultured hippocampal networks. 106888 - Yuze Li, Yan Zhang, Chunling Yang, Yu Chen:
UMS2-ODNet: Unified-scale domain adaptation mechanism driven object detection network with multi-scale attention. 106890 - Jin-Liang Wang, Si-Yang Wang, Yan-Ran Zhu, Tingwen Huang:
Outer synchronization and outer H∞ synchronization for coupled fractional-order reaction-diffusion neural networks with multiweights. 106893
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