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ORCIDJiamin Chen
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2020 – today
- 2025
[j31]Zhenpeng Wu
, Jiamin Chen, Raeed Al-Sabri, Babatounde Moctard Oloulade, Jianliang Gao:
Asymmetric augmented paradigm-based graph neural architecture search. Inf. Process. Manag. 62(1): 103897 (2025)- 2024
- [j30]Jiamin Chen, Jianliang Gao, Zhenpeng Wu, Raeed Al-Sabri, Babatounde Moctard Oloulade:
Decoupled differentiable graph neural architecture search. Inf. Sci. 673: 120700 (2024) - [j29]Jianliang Gao, Babatounde Moctard Oloulade, Raeed Al-Sabri, Jiamin Chen, Tengfei Lyu, Zhenpeng Wu:
Graph neural architecture prediction. Knowl. Inf. Syst. 66(1): 29-58 (2024) - [j28]Zhenpeng Wu, Jiamin Chen, Raeed Al-Sabri, Babatounde Moctard Oloulade, Jianliang Gao:
Adaptive graph contrastive learning with joint optimization of data augmentation and graph encoder. Knowl. Inf. Syst. 66(3): 1657-1681 (2024) - [j27]Yili Wang, Jiamin Chen, Qiutong Li, Changlong He, Jianliang Gao:
Graph neural architecture search with heterogeneous message-passing mechanisms. Knowl. Inf. Syst. 66(7): 4283-4308 (2024) - [j26]Zhenpeng Wu, Jiamin Chen, Raeed Al-Sabri, Babatounde Moctard Oloulade, Jianliang Gao:
Depth-adaptive graph neural architecture search for graph classification. Knowl. Based Syst. 301: 112321 (2024) - [j25]Raeed Al-Sabri, Jianliang Gao, Jiamin Chen, Babatounde Moctard Oloulade, Tengfei Lyu:
AutoTGRL: an automatic text-graph representation learning framework. Neural Comput. Appl. 36(8): 3941-3965 (2024) - [j24]Raeed Al-Sabri, Jianliang Gao, Jiamin Chen, Babatounde Moctard Oloulade, Zhenpeng Wu:
AutoAMS: Automated attention-based multi-modal graph learning architecture search. Neural Networks 179: 106427 (2024) - [j23]Shuxiang Zhao, Junqi Gao, Jiamin Chen, Lindong Pan:
Residual Magnetic Field Testing System with Tunneling Magneto-Resistive Arrays for Crack Inspection in Ferromagnetic Pipes. Sensors 24(11): 3259 (2024) - [j22]Jianliang Gao, Jiamin Chen, Babatounde Moctard Oloulade, Raeed Al-Sabri, Tengfei Lyu, Ji Zhang, Zhao Li:
CommGNAS: Unsupervised Graph Neural Architecture Search for Community Detection. IEEE Trans. Emerg. Top. Comput. 12(2): 444-454 (2024) - [j21]Jianliang Gao, Zhenpeng Wu, Raeed Al-Sabri, Babatounde Moctard Oloulade, Jiamin Chen:
AutoDDI: Drug-Drug Interaction Prediction With Automated Graph Neural Network. IEEE J. Biomed. Health Informatics 28(3): 1773-1784 (2024) - [c25]Yili Wang, Jiamin Chen, Qiutong Li, Changlong He, Jianliang Gao:
Relation Time-Aware Heterogeneous Dynamic Graph Neural Networks. ECAI 2024: 1864-1871 - [c24]Xuhong Li, Jiamin Chen, Yekun Chai, Haoyi Xiong:
GiLOT: Interpreting Generative Language Models via Optimal Transport. ICML 2024 - [c23]Jiamin Chen, Yi Jiang, Tianqi Zheng:
Unraveling the Double-Edged Sword Effect of AI Transparency on Algorithmic Acceptance. PACIS 2024 - [i7]Haoyi Xiong, Xuhong Li, Xiaofei Zhang, Jiamin Chen, Xinhao Sun, Yuchen Li, Zeyi Sun, Mengnan Du:
Towards Explainable Artificial Intelligence (XAI): A Data Mining Perspective. CoRR abs/2401.04374 (2024) - [i6]Jiamin Chen, Xuhong Li, Yanwu Xu, Mengnan Du, Haoyi Xiong:
Explanations of Classifiers Enhance Medical Image Segmentation via End-to-end Pre-training. CoRR abs/2401.08469 (2024) - [i5]Tiannan Wang, Jiamin Chen, Qingrui Jia, Shuai Wang, Ruoyu Fang, Huilin Wang, Zhaowei Gao, Chunzhao Xie, Chuou Xu, Jihong Dai, Yibin Liu, Jialong Wu, Shengwei Ding, Long Li, Zhiwei Huang, Xinle Deng, Teng Yu, Gangan Ma, Han Xiao, Zixin Chen, Danjun Xiang, Yunxia Wang, Yuanyuan Zhu, Yi Xiao, Jing Wang, Yiru Wang, Siran Ding, Jiayang Huang, Jiayi Xu, Yilihamu Tayier, Zhenyu Hu, Yuan Gao, Chengfeng Zheng, Yueshu Ye, Yihang Li, Lei Wan, Xinyue Jiang, Yujie Wang, Siyu Cheng, Zhule Song, Xiangru Tang, Xiaohua Xu, Ningyu Zhang, Huajun Chen, Yuchen Eleanor Jiang, Wangchunshu Zhou:
Weaver: Foundation Models for Creative Writing. CoRR abs/2401.17268 (2024) - [i4]Teng Xu, Jiamin Chen, Peng Chen, Youjia Zhang, Junqing Yu, Wei Yang:
TIGER: Text-Instructed 3D Gaussian Retrieval and Coherent Editing. CoRR abs/2405.14455 (2024) - [i3]Wangchunshu Zhou, Yixin Ou, Shengwei Ding, Long Li, Jialong Wu, Tiannan Wang, Jiamin Chen, Shuai Wang, Xiaohua Xu, Ningyu Zhang, Huajun Chen, Yuchen Eleanor Jiang:
Symbolic Learning Enables Self-Evolving Agents. CoRR abs/2406.18532 (2024) - 2023
- [j20]Lin Cheng, Yue Jiang, Chunhui Ma, Jie Yang, Jiamin Chen, Shuai Yuan, Zengguang Xu:
A Safety Monitoring Method for Anchor Cable Prestress During Slope Construction Based on Spatial Clustering and a Bayesian Panel Vector Autoregression Model. IEEE Access 11: 84860-84875 (2023) - [j19]Babatounde Moctard Oloulade, Jianliang Gao, Jiamin Chen, Raeed Al-Sabri, Zhenpeng Wu:
Cancer drug response prediction with surrogate modeling-based graph neural architecture search. Bioinform. 39(8) (2023) - [j18]Jianliang Gao, Raeed Al-Sabri, Babatounde Moctard Oloulade, Jiamin Chen, Tengfei Lyu, Zhenpeng Wu:
GM2NAS: multitask multiview graph neural architecture search. Knowl. Inf. Syst. 65(10): 4021-4054 (2023) - [j17]Babatounde Moctard Oloulade, Jianliang Gao, Jiamin Chen, Raeed Al-Sabri, Tengfei Lyu:
Neural predictor-based automated graph classifier framework. Mach. Learn. 112(4): 1315-1335 (2023) - [j16]Raeed Al-Sabri, Jianliang Gao, Jiamin Chen, Babatounde Moctard Oloulade, Tengfei Lyu:
Multi-View Graph Neural Architecture Search for Biomedical Entity and Relation Extraction. IEEE ACM Trans. Comput. Biol. Bioinform. 20(2): 1221-1233 (2023) - [j15]Jiamin Chen, Jianliang Gao, Tengfei Lyu, Babatounde Moctard Oloulade, Xiaohua Hu:
AutoMSR: Auto Molecular Structure Representation Learning for Multi-label Metabolic Pathway Prediction. IEEE ACM Trans. Comput. Biol. Bioinform. 20(6): 3430-3439 (2023) - [j14]Jiamin Chen, Xuhong Li, Lei Yu, Dejing Dou, Haoyi Xiong:
Beyond Intuition: Rethinking Token Attributions inside Transformers. Trans. Mach. Learn. Res. 2023 (2023) - [c22]Jiamin Chen, Xuhong Li, Junting Xi, Lei Yu, Haoyi Xiong:
Rare Codes Count: Mining Inter-code Relations for Long-tail Clinical Text Classification. ClinicalNLP@ACL 2023: 403-413 - [c21]Minjie Zhu, Peng Wang, Lei Ma, Haibo Lu, Ying Yu, Yiming Chen, Ting Gao, Qi Lin, Jiamin Chen:
Research on the Practical Application of RPA Robot for Automatic Intelligent Investment Statistics in PIS System. AIBDF 2023: 37-42 - [c20]Shu Liu, Jiaheng Wang, Jiamin Chen, Jianliang Gao, Yuhui Zhong:
TemDep: Temporal Dependency Priority for Multivariate Time Series Prediction. CIKM 2023: 4130-4134 - [c19]Yuhui Zhong, Jiamin Chen, Jianliang Gao, Jiaheng Wang, Quan Wan:
DTSRN: Dynamic Temporal Spatial Relation Network for Stock Ranking Recommendation. ICONIP (11) 2023: 346-359 - [c18]Jiamin Chen, Jianlou Si, Naihao Liu, Yao Wu, Li Niu, Chen Qian:
Object Part Parsing with Hierarchical Dual Transformer. ACM Multimedia 2023: 2016-2024 - [c17]Xuhong Li, Mengnan Du, Jiamin Chen, Yekun Chai, Himabindu Lakkaraju, Haoyi Xiong:
M4: A Unified XAI Benchmark for Faithfulness Evaluation of Feature Attribution Methods across Metrics, Modalities and Models. NeurIPS 2023 - [c16]Yili Wang, Jiamin Chen, Qiutong Li, Changlong He, Jianliang Gao:
MSLS: Meta-graph Search with Learnable Supernet for Heterogeneous Graph Neural Networks. SSDBM 2023: 18:1-18:4 - [c15]Jianliang Gao, Changlong He, Jiamin Chen, Qiutong Li, Yili Wang:
Decoupled Graph Neural Architecture Search with Variable Propagation Operation and Appropriate Depth. SSDBM 2023: 20:1-20:4 - 2022
- [j13]Yue Fei, Fan Chen, Lifang He, Jiamin Chen, Yuexing Hao, Xia Li, Guiqing Liu, Qinqun Chen, Li Li, Hang Wei:
Intelligent classification of antenatal cardiotocography signals via multimodal bidirectional gated recurrent units. Biomed. Signal Process. Control. 78: 104008 (2022) - [j12]Naihao Liu, Jiamin Chen, Hao Wu, Fangyu Li, Jinghuai Gao:
Microseismic First-Arrival Picking Using Fine-Tuning Feature Pyramid Networks. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j11]Jiamin Chen, Jianliang Gao, Yibo Chen, Babatounde Moctard Oloulade, Tengfei Lyu, Zhao Li:
Auto-GNAS: A Parallel Graph Neural Architecture Search Framework. IEEE Trans. Parallel Distributed Syst. 33(11): 3117-3128 (2022) - [j10]Siguang Chen, Jiamin Chen, Yifeng Miao, Qian Wang, Chuanxin Zhao:
Deep Reinforcement Learning-Based Cloud-Edge Collaborative Mobile Computation Offloading in Industrial Networks. IEEE Trans. Signal Inf. Process. over Networks 8: 364-375 (2022) - [c14]Jiamin Chen, Zhenpeng Wu, Jianliang Gao, Xiaohua Hu:
Glycan Immunogenicity Prediction with Efficient Automatic Graph Neural Network. BIBM 2022: 309-314 - [c13]Xinqi Lyu, Yibo Chen, Jiamin Chen, Xiangyue Liu, Jianliang Gao:
Spatio-Temporal Based Architecture Topology Search for Multivariate Time Series Prediction. IEEE Big Data 2022: 1304-1309 - [c12]Xiangyue Liu, Xinqi Lyu, Xiangchi Zhang, Jianliang Gao, Jiamin Chen:
Memory Augmented Graph Learning Networks for Multivariate Time Series Forecasting. CIKM 2022: 4254-4258 - [c11]Jiamin Chen, Mingchen Wang, Shang Jiang, Bin Huang, Hongbo Sun:
Learning Spatiotemporal Features for Video Semantic Segmentation Using 3D Convolutional Neural Networks. ISCSIC 2022: 55-62 - 2021
- [j9]Tianyang Cao, Chang Liu, Jiamin Chen, Li Gao:
Nonfrontal and Asymmetrical Facial Expression Recognition Through Half-Face Frontalization and Pyramid Fourier Frequency Conversion. IEEE Access 9: 17127-17138 (2021) - [j8]Linhuai Tang, Zhihong Huang, Gang Cai, Yong Zheng, Jiamin Chen:
A Novel Reduction Circuit Based on Binary Tree Path Partition on FPGAs. Algorithms 14(2): 30 (2021) - [j7]Jiamin Chen, Jianguo Hu, Shiren Li:
Learning to locate for fine-grained image recognition. Comput. Vis. Image Underst. 206: 103184 (2021) - [j6]Zhenxi Liu, Jiamin Chen, Xudong Zou:
Modeling the Piezoelectric Cantilever Resonator with Different Width Layers. Sensors 21(1): 87 (2021) - [j5]Linhuai Tang, Gang Cai, Yong Zheng, Jiamin Chen:
A Resource and Performance Optimization Reduction Circuit on FPGAs. IEEE Trans. Parallel Distributed Syst. 32(2): 355-366 (2021) - [c10]Jiamin Chen, Jianliang Gao, Tengfei Lyu, Babatounde Moctard Oloulade, Xiaohua Hu:
Multi-label Metabolic Pathway Prediction with Auto Molecular Structure Representation Learning. BIBM 2021: 171-176 - [c9]Jiamin Chen, Jianliang Gao, Yibo Chen, Babatounde Moctard Oloulade, Tengfei Lyu, Zhao Li:
GraphPAS: Parallel Architecture Search for Graph Neural Networks. SIGIR 2021: 2182-2186 - [i2]Jiamin Chen, Jianliang Gao, Yibo Chen, Babatounde Moctard Oloulade, Tengfei Lyu, Zhao Li:
GraphPAS: Parallel Architecture Search for Graph Neural Networks. CoRR abs/2112.03461 (2021) - 2020
- [c8]Yue Fei, Xiaoqian Huang, Qinqun Chen, Jiamin Chen, Li Li, Jiaming Hong, Zhifeng Hao, Hang Wei:
Automatic Classification of Antepartum Cardiotocography Using Fuzzy Clustering and Adaptive Neuro -Fuzzy Inference System. BIBM 2020: 1938-1942 - [c7]Shaohui Chen, Ningyu Yang, Jiamin Chen, Qiuyu Zheng:
A Novel Approach for Understanding Primary Mathematical Problems Described in Natural Language. ICIAI 2020: 47-51
2010 – 2019
- 2019
- [j4]Dongmei Ai, Xiaoxin Li, Hongfei Pan, Jiamin Chen, Jacob A. Cram, Li C. Xia:
Explore mediated co-varying dynamics in microbial community using integrated local similarity and liquid association analysis. BMC Genom. 20(S2) (2019) - [j3]Yuzhe Ma, Subhendu Roy, Jin Miao, Jiamin Chen, Bei Yu:
Cross-Layer Optimization for High Speed Adders: A Pareto Driven Machine Learning Approach. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 38(12): 2298-2311 (2019) - [c6]Liangkai Liu, Jiamin Chen, Marco Brocanelli, Weisong Shi:
E2M: an energy-efficient middleware for computer vision applications on autonomous mobile robots. SEC 2019: 59-73 - [c5]Qingqing Chang, Weijiao Li, Jiamin Chen:
Application of Machine Learning Methods for Material Classification with Multi-energy X-Ray Transmission Images. ICAIS (1) 2019: 194-204 - [c4]Linhuai Tang, Gang Cai, Tao Yin, Yong Zheng, Jiamin Chen:
A Resource Consumption and Performance Overhead Optimized Reduction Circuit on FPGAs. FPT 2019: 287-290 - [c3]Sheng Bi, Xiya Cheng, Jiamin Chen, Guilin Qi, Meng Wang, Youyong Zhou, Lusheng Wang:
Dispute Generation in Law Documents via Joint Context and Topic Attention. JIST 2019: 116-129 - 2018
- [c2]Yi-Wen Xue, Jing Liu, Jiamin Chen, Yun-Tao Zhang, Renhua Cao:
Feature Grouping Based On Ga And L-Gem For Human Activity Recognition. ICMLC 2018: 44-49 - [i1]Yuzhe Ma, Subhendu Roy, Jin Miao, Jiamin Chen, Bei Yu:
Cross-layer Optimization for High Speed Adders: A Pareto Driven Machine Learning Approach. CoRR abs/1807.07023 (2018) - 2017
- [j2]Jiamin Chen, Qi Zhu, Su Zhao:
Interference Management Algorithm Based on Coalitional Game for Energy-Harvesting Small Cells. KSII Trans. Internet Inf. Syst. 11(9): 4220-4241 (2017) - 2016
- [j1]Jiamin Chen, Yihuang Lin, Rui Gong, Jiming Guo, Xiangxiang Zeng, Juan Liu:
Embedded Based Miniaturized Universal Electrochemical Sensing Platform. J. Sensors 2016: 1254368:1-1254368:8 (2016) - 2014
- [c1]Qingqing Chang, Jiamin Chen:
Fusion of backscatter and transmission images based on multi-scale image decomposition. ICAILP 2014: 234-238
Coauthor Index
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