1. Bin Hu*, Kun Qian, Qunxi Dong, Yuejia Luo, Yoshiharu Yamamoto, Björn W Schuller, Psychological Field Versus Physiological Field: From Qualitative Analysis to Quantitative Modeling of the Mental Status, IEEE Transactions on Computational Social Systems, 9(5)(2022), 1275-1281.

2. Xiangbin Lin, Weizhuang Kong, Jianxiu Li, Xuexiao Shao, Changting Jiang, Ruilan Yu, Xiaowei Li, Bin Hu*, Aberrant static and dynamic functional brain network in depression based on EEG source localization, IEEE/ACM Transactions on Computational Biology and Bioinformatics, 20(3)(2022), 1876-1889.

3. Yanan Zhao, Jiakai He, Yu Wang, Shaoyuan Li, Baohui Jia, Shuai Zhang, Chunlei Guo, Jinling Zhang, Guolei Zhang, Bin Hu*, Jiliang Fang, Peijjing Rong, The pro-inflammatory factors contribute to the EEG microstate abnormalities in patients with major depressive disorder, Brain, behavior, & immunity-health, 26(2022), 10523.

4. Guoping Gao, Zhuoqi Yu, Jinghang Dong, Bin Hu*, A flexible dual‐mode dual‐port wearable antenna with low‐profile and wideband, International Journal of RF and Microwave Computer‐Aided Engineering, 32(12)(2022), e23554.

5. Fa Zheng, Bin Hu*, Xiangwei Zheng, Cun Ji, Ji Bian, Xiaomei Yu, Dynamic differential entropy and brain connectivity features based EEG emotion recognition, International journal of intelligent systems, 37(12)(2022), 12511-12533.

6. Björn W Schuller, Johanna Löchner, Kun Qian, Bin Hu*, Digital mental health—Breaking a lance for prevention, IEEE Transactions on Computational Social Systems, 9(6)(2022), 1584-1588.

7. Jian Shen, Yanan Zhang, Huajian Liang, Zeguang Zhao, Qunxi Dong, Kun Qian, Xiaowei Zhang, Bin Hu*, Exploring the intrinsic features of EEG signals via empirical mode decomposition for depression recognition, IEEE Transactions on Neural Systems and Rehabilitation Engineering, 31(2022), 356-365.

8. Sirong Piao, Xiao Luo, Yifang Bao, Bin Hu*, Xueling Liu, Yuqi Zhu, Liqin Yang, Daoying Geng, Yuxin Li, An MRI-based joint model of radiomics and spatial distribution differentiates autoimmune encephalitis from low-grade diffuse astrocytoma, Frontiers in Neurology, 13(2022), 998279.

9. Yurong Jiang, Cheng Cui, Jinmin Zhao, Bin Hu*, Mid-Infrared broadband achromatic metalens with wide field of view, Materials, 15(21)(2022), 7587.

10. Ubaid Ur Rahman Qureshi, Muhammad Ismail Khan, Bin Hu*, A theoretical proposal for an actively controlled ultra-wideband absorber based on vanadium dioxide hybrid metamaterials, Applied Sciences, 12(19)(2022), 10164.

11. Tao Chen, Richang Hong, Yanrong Guo, Shijie Hao, Bin Hu*, MS²-GNN: Exploring GNN-based multimodal fusion network for depression detection, IEEE Transactions on Cybernetics, 53(12)(2022), 7749-7759.

12. Jingjing Yang, Haifeng Lu, Chengming Li, Xiping Hu, Bin Hu*, Data augmentation for depression detection using skeleton-based gait information, Medical & Biological Engineering & Computing, 60(9)(2022), 2665-2679.

13. Zhenyu Liu, Haowen Hou, Lanhui Zhang, Bin Hu*, Event-based bias correction of the GPM IMERG V06 product by random forest method over Mainland China, Remote Sensing, 14(16)(2022), 3859.

14. Björn W Schuller, Johanna Löchner, Kun Qian, Bin Hu*, COVID-19’s impact on mental health—the hour of computational aid?, IEEE Transactions on Computational Social Systems, 9(4)(2022), 967-973.

15. Kun Qian, Bin Hu*, Ming He, Zitong Wang, Yu Liu, Huagang Liang, Zhiyong Su, Yushang Cui, Lijun Liu, Yi Zhang, Efficacy of icotinib as adjuvant therapy for patients with stage IIA-IIIA EGFR-mutant non-small-cell lung adenocarcinoma: a multicenter, open-label, single-arm, phase II study (ICAPE), 82(12_Supplement)(2022), 5499.

16. Feiyue Wang, Wenwen Ding, Rui Qin, Bin Hu*, Parallel philosophy for MetaOrganizations with MetaOperations: From Leibniz’s monad to HanoiDAO, IEEE Transactions on Computational Social Systems, 9(3)(2022), 658-666.

17. Zongyuan Wang, Guocui Wang, Bin Hu*, Weiguang Liu, Jianzhou Huang, Chenjie Xiong, Yan Zhang, Juan Liu, Yongtian Wang, Fast-printed, large-area and low-cost terahertz metasurface using laser-induced graphene, Carbon, 187(2022), 256-265.

18. Feiyue Wang, Rui Qin, Xiao Wang, Bin Hu*, Metasocieties in metaverse: Metaeconomics and metamanagement for metaenterprises and metacities, IEEE Transactions on Computational Social Systems, 9(1)(2022), 2-7.

19. Peng Zhang, Hui Gao, Zeting Hu, Meng Yang, Dawei Song, Jun Wang, Yuexian Hou, Bin Hu*, A bias–variance evaluation framework for information retrieval systems , Information Processing & Management, 59(1)(2022), 102747.

20. Yujuan Xing, Zhenyu Liu, Gang Li, ZhiJie Ding, Bin Hu*, 2-level hierarchical depression recognition method based on task-stimulated and integrated speech features, Biomedical Signal Processing and Control, 72(2022), 1032387.

21. Ziyang Zhao, Yinghui Zhang, Nan Chen, Yongchao Li, Hanning Guo, Man Guo, Zhijun Yao, Bin Hu*, Altered temporal reachability highlights the role of sensory perception systems in major depressive disorder, Neuro-Psychopharmacology and Biological Psychiatry, 112(2022), 110426.

22. Jianxiu Li, Junhao Chen, Wenwen Kong, Xiaowei Li, Bin Hu*, Abnormal core functional connectivity on the pathology of MDD and antidepressant treatment: A systematic review, Journal of Affective Disorders, 296(2022), 622-634.

23. Shan Li, Na An, Nan Chen, Yin Wang, Lin Yang, Yalin Wang, Zhijun Yao, Bin Hu*, The impact of Alzheimer’s disease susceptibility loci on lateral ventricular surface morphology in older adults, Brain Structure and Function, (2022), 1-12..

24. Lingyu Zhang, Yu Fu, Ziyang Zhao, Chaoyang Cong, Weihao Zheng, Qin Zhang, Zhijun Yao, Bin Hu*, Analysis of hippocampus evolution patterns and prediction of conversion in mild cognitive impairment using multivariate morphometry statistics, Journal of Alzheimer’s Disease, 86(4)(2022), 1695-1710.

25. Xia Liu, Iman Beheshti, Weihao Zheng, Yongchao Li, Shan Li, Ziyang Zhao, Zhijun Yao, Bin Hu*, Brain age estimation using multi-feature-based networks, Computers in Biology and Medicine, 143(2022).

26. Yingying Shang, Yunfang Yang, Guowei Zheng, Ziyang Zhao, Yin Wang, Lin Yang, Lin Han, Zhijun Yao, Bin Hu*, Aberrant functional network topology and effective connectivity in burnout syndrome, Clinical Neurophysiology, 138(2022), 163-172.

27. Guowei Zheng, Yu Zhang, Ziyang Zhao, Yin Wang, Xia Liu, Yingying Shang, Zhaoyang Cong, Stavros I Dimitriadis, Zhijun Yao, Bin Hu*, A transformer-based multi-features fusion model for prediction of conversion in mild cognitive impairment, Methods, 204(2022), 241-248.

28. Xuan Zhang, Dixin Wang, Hongtong Wu, Chang Lei, Jitao Zhong, Hong Peng, Bin Hu*, Driving Fatigue Monitoring Via Kernel Sparse Representation Regression With GMC Penalty, IEEE Sensors Journal, 22(16)(2022), 16164-16177.

29. Guoping Gao, Zhiheng Dou, Zhuoqi Yu, Benkai Zhang, Jinghang Dong, Bin Hu*, Dual-mode Patch Antenna with Capacitive Coupling Structure for On-/Off-body Applications, IEEE Antennas and Wireless Propagation Letters, 21(8)(2022), 1512-1516.

30. Hanshu Cai, Zhenqin Yuan, Yiwen Gao, Shuting Sun, Na Li, Fuze Tian, Han Xiao, Jianxiu Li, Zhengwu Yang, Xiaowei Li, Qinglin Zhao, Zhenyu Liu, Zhijun Yao, Minqiang Yang, Hong Peng, Jing Zhu, Xiaowei Zhang, Guoping Gao, Fang Zheng, Rui Li, Zhihua Guo, Rong Ma, Jing Yang, Lan Zhang, Xiping Hu, Yumin Li, Bin Hu*, A multi-modal open dataset for mental-disorder analysis, Scientific Data, 9(1)(2022), 1-10.

31. Bin Hu, Jian Shen, Lixian Zhu, Qunxi Dong, Hanshu Cai, Kun Qian, Fundamentals of Computational Psychophysiology: Theory and Methodology, IEEE Transactions on Computational Social Systems, 9(2)(2022), 349-355.

32. Zepeng Li, Jiawei Zhou, Zhengyi An, Wenchuan Cheng, Bin Hu*, Deep hierarchical ensemble model for suicide detection on imbalanced social media data, Entropy, 2(24)(2022), 442.

33. Xiang Li, Yazhou Zhang, Prayag Tiwari, Dawei Song, Bin Hu, Meihong Yang, Zhigang Zhao, Neeraj Kumar, Pekka Marttinen, EEG based Emotion Recognition: A Tutorial and Review, ACM Computing Surveys (CSUR), 55(4)(2022),1-57.

34. Shanling Ji, Yinghui Zhang, Nan Chen, Xia Liu, Yongchao Li, Xuexiao Shao, Zhengwu Yang, Zhijun Yao, Bin Hu*, Shared increased entropy of brain signals across patients with different mental illnesses: A coordinate-based activation likelihood estimation meta-analysis, (Brain Imaging and Behavior), 16(1)(2022), 336-343.

35. Haifeng Lu, Shihao Xu, Xiping Hu, Edith Ngai, Yi Guo, Wei Wang, Bin Hu*, Postgraduate Student Depression Assessment by Multimedia Gait Analysis, IEEE MultiMedia, 29(2)(2022), 56-65.

36. Shuting Sun, Peng Yang, Huayu Chen, Xuexiao Shao, Shanling Ji, Xiaowei Li, Gongying Li, Bin Hu*, Electroconvulsive Therapy-Induced Changes in Functional Brain Network of Major Depressive Disorder Patients: A Longitudinal Resting-State Electroencephalography Study, Frontiers in Human Neuroscience, 16(2022).

37. Jing Zhu; Changlin Yang; Xiannian Xie; Shiqing Wei; Yizhou Li; Xiaowei Li; Bin Hu*, Mutual Information Based Fusion Model (MIBFM): Mild Depression Recognition Using EEG and Pupil Area Signals, IEEE Transactions on Affective Computing, 14(3)(2022), 2102-2115.

38. Bin Hu*, Kun Qian, Ye Zhang, Jian Shen, Björn W Schuller, The Inverse Problems for Computational Psychophysiology: Opinions and Insights, Cyborg and Bionic Systems, (2022).

39. Jing Zhu, Changting Jiang, Junhao Chen, Xiangbin Lin, Ruilan Yu, Xiaowei Li, Bin Hu*, EEG based depression recognition using improved graph convolutional neural network, Computers in Biology and Medicine, 148(2022), 105815.

40. Jianxiu Li, Junhao Chen, Zihao Zhang, Yanrong Hao, Xiaowei Li, Bin Hu*, A thresholding method based on society modularity and role division for functional connectivity analysis, Journal of Neural Engineering, 19(5)(2022), 56030.

41. Jitao Zhong, Dixin Wang, Hongtong Wu, Peng Wang, Minqiang Yang, Hong Peng, Bin Hu*, Filterable Sample Consensus Based on Angle Variance for Pupil Segmentation, Digital Signal Processing, 130(2022), 103695.

42. Mingyi Sun, Weigang Cui, Shuyue Yu, Hongbin Han, Bin Hu*, Yang Li, A Dual-Branch Dynamic Graph Convolution Based Adaptive Transformer Feature Fusion Network for EEG Emotion Recognition, IEEE Transactions on Affective Computing, 13(4)(2022), 2218-2228.

43. Shaojie Li, Wei Li, Zejian Xing, Wenjie Yuan, Xiangyu Wei, Xiaowei Zhang, Bin Hu*, A personality-guided affective brain—computer interface for implementation of emotional intelligence in machines, Frontiers of Information Technology & Electronic Engineering, 8(23)(2022), 1158-1173.

44. Shuting Sun, Liangliang Liu, Xuexiao Shao, Chang Yan, Xiaowei Li, Bin Hu*, Abnormal Brain Topological Structure of Mild Depression During Visual Search Processing Based on EEG Signals, IEEE Transactions on Neural Systems and Rehabilitation Engineering, 30(2022), 1705-1715.

45. Shuo Liu, Adria Mallol-Ragolta, Tianhao Yan, Kun Qian, Emilia Parada-Cabaleiro, Bin Hu*, Björn W Schuller, Capturing Time Dynamics From Speech Using Neural Networks for Surgical Mask Detection, EEE Journal of Biomedical and Health Informatics, 26(8)(2022), 4291-4302.

46. Junqiao Fan, Xuehe Wang, Yanxiang Guo, Xiping Hu, Bin Hu*, Federated Learning Driven Secure Internet of Medical Things, IEEE Wireless Communications, 29(2)(2022), 68-75.

47. Shuo Liu, Adria Mallol-Ragolta, Emilia Parada-Cabeleiro, Kun Qian, Xin Jing, Alexander Kathan, Bin Hu*, Bjoern W Schuller, Audio self-supervised learning: A survey, Patterns, 3(12)(2022).

48. Shihao Xu, Jing Fang, Xiping Hu, Edith Ngai, Yi Guo, Victor Leung, Jun Cheng, Bin Hu*, Emotion Recognition From Gait Analyses: Current Research and Future Directions, IEEE Transactions on Computational Social Systems, 11(1)(2022), 363-377.

49. Guoping Gao, Benkai Zhang, Jinghang Dong, Zhiheng Dou, Zhuoqi Yu, Bin Hu*, A Compact Dual-mode Pattern-Reconfigurable Wearable Antenna for the 2.4 GHz WBAN Applications, IEEE Transactions on Antennas and Propagation, 71(2)(2022), 1901-1906.

50. Li Zhou, Zhenyu Liu, Zixuan Shangguan, Xiaoyan Yuan, Yutong Li, Bin Hu*, TAMFN: Time-aware Attention Multimodal Fusion Network for Depression Detection, IEEE Transactions on Neural Systems and Rehabilitation Engineering, 31(2022),669-679.

51. Minqiang Yang, Chenlei Cai, Bin Hu*, Clustering Based on Eye Tracking Data for Depression Recognition, IEEE Transactions on Cognitive and Developmental Systems, 15(4)(2022), 1754-1764.

52. Xiaoqi Sheng, Jiazhou Chen, Yong Liu, Bin Hu, Hongmin Cai, Deep Manifold Harmonic Network with Dual Attention for Brain Disorder Classification, IEEE Journal of Biomedical and Health Informatics, 27(1)(2022), 131-142.

53. Jing Zhu, Shiqing Wei, Xiannian Xie, Changlin Yang, Yizhou Li, Xiaowei Li, Bin Hu*, Content-based multiple evidence fusion on EEG and eye movements for mild depression recognition, Computer Methods and Programs in Biomedicine, 226(2022), 107100.

54. Wei Shao, Zhiyang You, Lesheng Liang, Xiping Hu, Chengming Li, Wei Wang, Bin Hu*, A Multi-Modal Gait Analysis-Based Detection System of the Risk of Depression, IEEE Journal of Biomedical and Health Informatics, 26(10)(2022),4859-4868.

55. Zhaoyang Cong, Yu Fu, Nan Chen, Lingyu Zhang, Chaofan Yao, Yalin Wang, Zhijun Yao, Bin Hu*, Individuals with cannabis use are associated with widespread morphological alterations in the subregions of the amygdala, hippocampus, and pallidum, Drug and Alcohol Dependence, 239(2022), 109595.

56. Qin Zhang, Wenwen Zhang, Pengfei Zhang, Ziyang Zhao, Lin Yang, Fang Zheng, Lingyu Zhang, Gang Huang, Jing Zhang, Weihao Zheng, Rong Ma, Zhijun Yao, Bin Hu*, Altered dynamic functional connectivity in rectal cancer patients with and without chemotherapy: a resting-state fMRI study, International Journal of Neuroscience, (2022), 1-11.

57. Jinlong Chao, Shuzhen Zheng, Chang Lei, Hong Peng, Bin Hu*, Exploratory Cross-Frequency Coupling and Scaling Analysis of Neuronal Oscillations Stimulated by Emotional Images: an Evidence from EEG, IEEE Transactions on Cognitive and Developmental Systems, 15(4)(2022), 1732-1743.

58. Huayu Chen, Huanhuan He, Shuting Sun, Jianxiu Li, Xuexiao Shao, Junxiang Li, Xiaowei Li, Bin Hu*, Weight-based Channel-model Matrix Framework: a reasonable solution for EEG-based cross-dataset emotion recognition, arXiv preprint arXiv:2209.05849, (2022).

59. Zixuan Shangguan, Zhenyu Liu, Gang Li, Qiongqiong Chen, ZhiJie Ding, Bin Hu*, Dual-stream Multiple Instance Learning for Depression Detection with Facial ExpAression Videos, IEEE Transactions on Neural Systems and Rehabilitation Engineering, 31(2022), 554-563.

60. Wenwen Zhang, Ying Zou, Feng Zhao, Yongqing Yang, Ning Mao, Yuan Li, Gang Huang, Zhijun Yao, Bin Hu*, Brain Network Alterations in Rectal Cancer Survivors With Depression Tendency: Evaluation With Multimodal Magnetic Resonance Imaging, Frontiers in Neurology, 13(2022), 791298.

61. Xia Liu, Guowei Zheng, Xiuzhen Wang, Yongchao Li, Shanling Ji, Yu Zhang, Chaofan Yao, Yinghui Zhang, Bin Hu*, The brain activation of anxiety disorders with emotional stimuli—an fMRI ALE meta-analysis, Neurocase, 28(5)(2022), 448-457.