1. Feiyue Wang, Rui Qin, Juanjuan Li, Xiao Wang, Hongwei Qi, Xiaofeng Jia, Bin Hu*, Federated management: Toward federated services and federated security in federated ecology, IEEE Transactions on Computational Social Systems, 8(6)(2021), 1283-1290.

2. Feiyue Wang, Rui Qin, Yong Yuan, Bin Hu*, Nonfungible tokens: Constructing value systems in parallel societies, IEEE Transactions on Computational Social Systems, 8(5)(2021), 1062-1067.

3. Feiyue Wang, Jing Zhu, Rui Qin, Xiao Wang, Bin Hu*, Federated control: Toward information security and rights protection, IEEE Transactions on Computational Social Systems, 8(5)(2021), 793-798.

4. Mei Liu, Li He, Bin Hu*, Shuai Li, Recurrent neural network with noise rejection for cyclic motion generation of robotic manipulators, Neural Networks, 138(2021), 164-178.

5. Yang Li, Yu Liu, Yuzhu Guo, Xiaofeng Liao, Bin Hu*, Tao Yu, Spatio-temporal-spectral hierarchical graph convolutional network with semisupervised active learning for patient-specific seizure prediction, IEEE transactions on cybernetics, 52(11)(2021), 12189-12204.

6. Yinghui Zhang, Yin Wang, Nan Chen, Man Guo, Xiuzhen Wang, Guangcai Chen, Yongchao Li, Lin Yang, Shan Li, Zhijun Yao, Bin Hu*, Age-Associated Differences of Modules and Hubs in Brain Functional Networks, Frontiers in Aging Neuroscience, 12(2021), 511.

7. Yu Fu, Jie Zhang, Yuan Li, Jie Shi, Ying Zou, Hanning Guo, Yongchao Li, Zhijun Yao, Yalin Wang, Bin Hu*, A Novel Pipeline Leveraging Surface-Based Features of Small Dubcortical Dtructures to Classify Individuals with Autism Spectrum Disorder, Progress in Neuro-Psychopharmacology and Biological Psychiatry, 104(2021), 109989.

8. Haocong Rao, Shihao Xu, Xiping Hu, Jun Cheng, Bin Hu*, Augmented Skeleton Based Contrastive Action Learning with Momentum LSTM for Unsupervised Action Recognition, Information Sciences, 569(2021), 90-109.

9. Hong Peng, Chang Lei, Shuzhen Zheng, Chengjian Zhao, Chunyun Wu, Jieqiong Sun, Bin Hu*, Automatic Epileptic Seizure Detection via Stein Kernel-based Sparse Representation, Computers in Biology and Medicine, 132(2021), 104338.

10. Zhaolong Ning, Shouming Sun, MengChu Zhou, Xiping Hu, Xiaojie Wang, Lei Guo, Bin Hu*, Ricky YK Kwok, Online Scheduling and Route Planning for Shared Buses in Urban Traffic Networks, IEEE Transactions on Intelligent Transportation Systems, 23(4)(2021), 3430-3444.

11. Wei Pan, Liat Shenhav, Amber Afshan, Abeer Alwan, Jonathan Flint, Tianli Liu, Bin Hu*, Tingshao Zhu, The Discriminatory Power of Vocal Features in Detecting Mental Illnesses Under Complex Context, (2021).

12. Fan Yang, Qilu Wu, Xiping Hu, Jiancong Ye, Yuting Yang, Haocong Rao, Rong Ma, Bin Hu*, Internet of Things Enabled Data Fusion Method for Sleep Healthcare Applications, IEEE Internet of Things Journal, 8(21)(2021), 15892-15905.

13. Yongqiang Yin, Xiangwei Zheng, Bin Hu*, Yuang Zhang, Xinchun Cui, EEG Emotion Recognition Using Fusion Model of Graph Convolutional Neural Networks and LSTM, Applied Soft Computing, 100(2021), 106954.

14. Na An, Yu Fu, Jie Shi, Han-Ning Guo, Zheng-Wu Yang, Yong-Chao Li, Shan Li, Yin Wang, Zhi-Jun Yao, Bin Hu*, Synergistic Effects of APOE and CLU May Increase the Risk of Alzheimer’s Disease: Acceleration of Atrophy in the Volumes and Shapes of the Hippocampus and Amygdala, Journal of Alzheimer’s Disease, 80(3)(2021), 1-17.

15. Jianxiu Li, Yanrong Hao, Wei Zhang, Xiaowei Li, Bin Hu*, Effective Connectivity Based EEG Revealing the Inhibitory Deficits for Distracting Stimuli in Major Depression Disorders, IEEE Transactions on Affective Computing, 14(1)(2021), 694-705.

16. Weitong Guo, Hongwu Yang, Zhenyu Liu, Yaping Xu, Deep Neural Networks for Depression Recognition Based on 2D and 3D Facial Expressions under Emotional Stimulus Tasks, Frontiers in Neuroscience, 15(2021), 342.

17. Haocong Rao, Siqi Wang, Xiping Hu, Mingkui Tan, Yi Guo, Jun Cheng, Bin Hu*, Xinwang Liu, A Self-Supervised Gait Encoding Approach with Locality-Awareness for 3D Skeleton Based Person Re-Identification, IEEE Transactions on Pattern Analysis and Machine Intelligence, 44(10)(2021), 6649-6666.

18. Hong Peng, Cancheng Li, Jinlong Chao, Tao Wang, Chengjian Zhao, Xiaoning Huo, Bin Hu*, A Novel Automatic Classification Detection for Epileptic Seizure Based on Dictionary Learning and Sparse Representation, Neurocomputing, 424(2021), 179-192.

19. Zhaolong Ning, Peiran Dong, Xiaojie Wang, Xiping Hu, Lei Guo, Bin Hu*, Yi Guo, Tie Qiu, Ricky Y. K. Kwok, Mobile Edge Computing Enabled 5G Health Monitoring for Internet of Medical Things: A Decentralized Gme Theoretic Approach, IEEE Journal on Selected Areas in Communications, 39(2)(2021), 463-478.

20. Fei Yue Wang, Rui Qin, Yizhu Chen, Yonglin Tian, Xiao Wang, Bin Hu*, Federated Ecology: Steps Toward Confederated Intelligence, IEEE Transactions on Computational Social Systems, 8(2)(2021), 271-278.

21. Fei Yue Wang, Weishan Zhang, Yonglin Tian, Rui Qin, Xiao Wang, Bin Hu*, Federated Data: Toward New Generation of Credible and Trustable Artificial Intelligence, IEEE Transactions on Computational Social Systems, 8(3)(2021), 538-545.

22. Shanling Ji, Hongxia Ma, Mengyuan Yao, Man Guo, Shan Li, Nan Chen, Xia Liu, Xuexiao Shao, Zhijun Yao, Bin Hu*, Aberrant Temporal Variability in Brain Regions during Risk Decision Making in Patients with Bipolar I Disorder: A Dynamic Effective Connectivity Study, Neuroscience, 469(2021), 68-78.

23. Guangyao Liu, Shan Li, Nan Chen, Ziyang Zhao, Man Guo, Hong Liu, Jie Feng, Dekui Zhang, Zhijun Yao, Bin Hu*, Inter-hemispheric Functional Connections Are More Vulnerable to Attack Than Structural Connection in Patients With Irritable Bowel Syndrome, Journal of neurogastroenterology and motility, 27(3)(2021), 426.

24. Minqiang Yang, Yu Ma, Zhenyu Liu, Hanshu Cai, Xiping Hu, Bin Hu*, Undisturbed Mental State Assessment in the 5G Era: A Case Study of Depression Detection Based on Facial Expressions, IEEE Wireless Communications, 28(3)(2021), 46-53.

25. Xuexiao Shao, Shuting Sun, Jianxiu Li, Wenwen Kong, Jing Zhu, Xiaowei Li, Bin Hu*, Analysis of Functional Brain Network in MDD based on Improved Empirical Mode Decomposition with Resting State EEG Data, IEEE Transactions on Neural Systems and Rehabilitation Engineering, 29(2021), 1546-1556.

26. Hanshu Cai, Yi Zhang, Han Xiao, Jian Zhang, Bin Hu*, Xiping Hu, An Adaptive Neurofeedback Method for Attention Regulation Based on the Internet of Things, IEEE Internet of Things Journal, 8(21)(2021), 15829-15838.

27. Zhaolong Ning, Shouming Sun, Xiaojie Wang, Lei Guo, Song Guo, Xiping Hu, Bin Hu*, Ricky Kwok, Blockchain-enabled Intelligent Transportation Systems: A Distributed Crowdsensing Framework, IEEE Transactions on Mobile Computing, 21(12)(2021), 4201-4217.

28. Xiangwei Zheng, Min Zhang, Tiantian Li, Cun Ji, Bin Hu*, A Novel Consciousness Emotion Recognition Method Using ERP Components and MMSE, Journal of Neural Engineering, 18(4)(2021).

29. Nan Chen, Guangyao Liu, Man Guo, Yongchao Li, Zhijun Yao, Bin Hu*, Calcarine as a Bridge between Brain Function and Structure in Irritable Bowel Syndrome: a Multiplex Network Analysis, Journal of Gastroenterology and Hepatology, 36(9)(2021), 2408-2415.

30. Shihao Xu, Haocong Rao, Xiping Hu, Bin Hu*, Prototypical Contrast and Reverse Prediction: Unsupervised Skeleton Based Action Recognition, IEEE Transactions on Multimedia, 25(2021), 624-634.

31. Cuixiang Lin, Hongdong Li, Chao Deng, Weisheng Liu, Shannon Erhardt, Fangxiang Wu, Xingming Zhao, Yuanfang Guan, Jun Wang, Daifeng Wang, Bin Hu*, Jianxin Wang, An Integrated Brain-specific Network Identifies Genes Associated with Neuropathologic and Clinical Traits of Alzheimer’s Disease, Briefings in Bioinformatics, 23(1)(2021).

32. Nan Chen, Man Guo, Yongchao Li, Xiping Hu, Zhijun Yao, Bin Hu*, Estimation of Discriminative Multimodal Brain Network Connectivity Using Message-passing-based Nonlinear Network Fusion, IEEE/ACM Transactions on Computational Biology and Bioinformatics, 20(4)(2021), 2398-2406.

33. Huayu Chen, Shuting Sun, Jianxiu Li, Ruilan Yu, Nan Li, Xiaowei Li, Bin Hu*, Personal-Zscore: Eliminating Individual Difference for EEG-based Cross-Subject Emotion Recognition, IEEE Transactions on Affective Computing, 14(3)(2021), 2077-2088.

34. Chang Lei, Shuzhen Zheng, Xuan Zhang, Dixin Wang, Hongtong Wu, Hong Peng, Bin Hu*, Epileptic Seizure Detection in EEG Signals Using Discriminative Stein Kernel-based Sparse Representation, IEEE Transactions on Instrumentation and Measurement, 71(2021), 1-15.

35. Jiaoyan Pang, Hanning Guo, Xiaochen Tang, Yu Fu, Zhengwu Yang, Yongchao Li, Na An, Jing Luo, Zhijun Yao, Bin Hu*, Uncovering the Global Task-modulated Brain Network in Chunk Decomposition with Chinese Characters, NeuroImage, (2021), 118826.

36. Zhengtai Xie, Long Jin, Xin Luo, Bin Hu*, Shuai Li, An Acceleration-Level Data-Driven Repetitive Motion Planning Scheme for Kinematic Control of Robots With Unknown Structure, IEEE Transactions on Systems, Man, and Cybernetics: Systems, (2021), 3129794.

37. Shanling Ji, Bangshan Liu, Yongchao Li, Nan Chen, Yu Fu, Jie Shi, Ziyang Zhao, Zhijun Yao, Bin Hu*, Trait and State Alterations in Excitatory Connectivity between Subgenual Anterior Cingulate Cortex and Cerebellum in Patients with Current and Remitted Depression, Psychiatry Research: Neuroimaging, 317(2021), 111356.

38. Rui Li, Chao Ren, Xiaowei Zhang, Bin Hu*, A Novel Ensemble Learning Method Using Multiple Objective Particle Swarm Optimization for Subject-independent EEG-based Emotion Recognition, Computers in biology and medicine, (2021), 105080.

39. Wei Shao, Zhiyang You, Lesheng Liang, Xiping Hu, Chengming Li, Wei Wang, Bin Hu*, A Multi-modal Gait Analysis-based Depression Detection System, IEEE journal of biomedical and health informatics, (2021).

40. Guoping Gao, Huijia Meng, Wenfei Geng, Zhiheng Dou, Benkai Zhang, Bin Hu*, A Wideband Metasurface Antenna with Dual-Band Dual-Mode for Body-Centric Communications, IEEE Antennas and Wireless Propagation Letters, 21(1)(2021), 149-153.

41. Sirong Piao, Rong Wang, Haihong Qin, Bin Hu*, Juan Du, Hao Wu, Daoying Geng, Alterations of Spontaneous Brain Activity in Systematic Lupus Erythematosus Patients without Neuropsychiatric Symptoms: A Resting-functional MRI study, Lupus, 30(11)(2021), 1781-1789.

42. Nan Zhao, Dawei Lu, Kechen Hou, Meifei Chen, Xiangyu Wei, Xiaowei Zhang, Bin Hu*, Fatigue Detection with Spatial-Temporal Fusion Method on Covariance Manifolds of Electroencephalography, Entropy, 23(10)(2021), 1298.

43. Guoping Gao, Huijia Meng, Wenfei Geng, Benkai Zhang, Zhiheng Dou, Bin Hu*, Design of a Wide Bandwidth and High Gain Wearable Antenna Based on Nonuniform Metasurface, Microwave and Optical Technology Letters, 63(10)(2021), 2606-2613.

44. Qiuxia Shi, Zhaoxuan Li, Lixin Zhang, Hua Jiang, Fuze Tian, Qinglin Zhao, Bin Hu*, High-speed Ocular Artifacts Removal of Multichannel EEG Based on Improved Moment Matching, Journal of Neural Engineering, 18(5)(2021), 56038.

45. Jinlong Chao, Shuzhen Zheng, Hongtong Wu, Dixin Wang, Xuan Zhang, Hong Peng, Bin Hu*, fNIRS Evidence for Distinguishing Patients With Major Depression and Healthy Controls, IEEE Transactions on Neural Systems and Rehabilitation Engineering, 29(2021), 2211-2221.

46. Ying Li, Yixian Fang, Jiankun Wang, Huaxiang Zhang, Bin Hu*, Biomarker Extraction Based on Subspace Learning for the Prediction of Mild Cognitive Impairment Conversion, BioMed Research International, 1(2021), 5531940.

47. Jianxiu Li, Nan Li, Xuexiao Shao, Junhao Chen, Yanrong Hao, Xiaowei Li, Bin Hu*, Altered Brain Dynamics and Their Ability for Major Depression Detection using EEG Microstates Analysis, IEEE Transactions on Affective Computing, 14(3)(2021), 2116-2126.

48. Nan Chen, Jie Shi, Yongchao Li, Shanling Ji, Ying Zou, Lin Yang, Zhijun Yao, Bin Hu*, Decreased Dynamism of Overlapping Brain Sub-Networks in Major Depressive Disorder, Journal of Psychiatric Research, 133(2021), 197-204.

49. Zhaolong Ning, Peiran Dong, Xiaojie Wang, Shupeng Wang, Xiping Hu, Song Guo, Tie Qiu, Bin Hu, Ricky Kwok, Distributed and Dynamic Service Placement in Pervasive Edge Computing Networks, IEEE Transactions on Parallel and Distributed Systems, 32(6)(2021), 1277-1292.

50. Xiaowei Zhang, Dawei Lu, Jing Pan, Jian Shen, Manxi Wu, Xiping Hu, Bin Hu*, Fatigue Detection with Covariance Manifolds of Electroencephalography in Transportation Industry, IEEE Transactions on Industrial Informatics, 17(5)(2021), 3497-3507.

51. Shihao Xu, Haocong Rao, Hong Peng, Xin Jiang, Yi Guo, Xiping Hu, Bin Hu*, Attention based Multi-level Co-occurrence Graph Convolutional LSTM for 3D Action Recognition, IEEE Internet of Things Journal, 8(2021), 15990-16001.