1. Hongmin Cai, Weitian Huang, Sirui Yang, Siqi Ding, Yue Zhang, Bin Hu*, Fa Zhang, Yiu-Ming Cheung, Realize Generative Yet Complete Latent Representation for Incomplete Multi-View Learning, IEEE Transactions on Pattern Analysis and Machine Intelligence, (2023).

2. Yirong Wu, Xian Sun, Wenhui Diao, Wenxin Yin, Bin Hu*, Aerospace Technology in Social Applications, IEEE Transactions on Computational Social Systems, 10(6)(2023), 2895-2905.

3. Jianxin Wang, Min Li, Edwin Wang, Jing Tang, Bin Hu*, The Impact of Computational Drug Discovery on Society, IEEE Transactions on Computational Social Systems, 10(5)(2023), 2148-2159.

4. Hongmin Cai, Xiaoqi Sheng, Guorong Wu, Bin Hu*, Yiu-Ming Cheung, Jiazhou Chen, Brain Network Classification for Accurate Detection of Alzheimer’s Disease via Manifold Harmonic Discriminant Analysis, IEEE Transactions on Neural Networks and Learning Systems, (2023).

5. Jianzhou Huang, Bin Hu*, Guocui Wang, Zongyuan Wang, Jinlong Li, Juan Liu, Yan Zhang, BICs-enhanced active terahertz wavefront modulator enabled by laser-cut graphene ribbons, Photonics Research, 11(7)(2023), 1185-1195.

6. Xiaowei Zhang, Xiangyu Wei, Zhongyi Zhou, Qiqi Zhao, Sipo Zhang, Yikun Yang, Rui Li, Bin Hu*, Dynamic alignment and fusion of multimodal physiological patterns for stress recognition, IEEE Transactions on Affective Computing, (2023).

7. Fa Zheng, Bin Hu*, Xiangwei Zheng, Yuang Zhang, Spatial–temporal features-based EEG emotion recognition using graph convolution network and long short-term memory, Physiological Measurement, 44(6)(2023), 65002.

8. Dongrui Wu, Bao-Liang Lu, Bin Hu*, Zhigang Zeng, Affective brain–computer interfaces (abcis): A tutorial, Proceedings of the IEEE, 111(10)(2023), 1314-1332.

9. Jian Lu, Chang Xu, Xiaoxing Ma, Bin Hu*, Growing Software: Objective, Methodology, and Technology, IEEE Transactions on Computational Social Systems, 10(3)(2023), 833-842.

10. Weibin Feng, Kelong Zeng, Xiaomei Zeng, Jiejia Chen, Hong Peng, Bin Hu*, Guangyuan Liu, Predicting physical fatigue in athletes in rope skipping training using ECG signals, Biomedical Signal Processing and Control, 83(2023), 104663.

11. Yingying She, Qing Wang, Fang Liu, Lin Lin, Baorong Yang, Bin Hu*, An interaction design model for virtual reality mindfulness meditation using imagery‐based transformation and positive feedback, Computer Animation and Virtual Worlds, 34(3-4)(2023), e2184.

12. Feiyue Wang, Juanjuan Li, Rui Qin, Jing Zhu, Hong Mo, Bin Hu*, ChatGPT for computational social systems: From conversational applications to human-oriented operating systems, IEEE Transactions on Computational Social Systems, 10(2)(2023), 414-425.

13. Zhe Zhang, Bin Hu*, Mengyuan Wang, Pattathal V Arun, Dong Zhao, Xuguang Zhu, Jianling Hu, Huan Li, Huixin Zhou, Kun Qian, Hyperspectral video tracker based on spectral deviation reduction and a double siamese network, Remote Sensing, 15(6)(2023), 1579.

14. Liz Yuanxi Lee, Thomas Talhelm, Xuemin Zhang, Bin Hu*, Xin Lv, Holistic thinkers process divided-attention tasks faster: From the global/local perspective, Current Psychology, 42(7)(2023), 5415-5427.

15. Kun Qian, Björn W Schuller, Xiaohong Guan, Bin Hu*, Intelligent music intervention for mental disorders: insights and perspectives, IEEE Transactions on Computational Social Systems, 10(1)(2023), 2-9.

16. Lihan Wang, Honghong Liu, Weijia Liu, Qunxi Dong, Bin Hu*, Exploring Brain Age Calculation Models Available for Alzheimer’s Disease, Journal of Beijing Institute of Technology, 32(2)(2023), 181-187.

17. Haojie Zhang, Kun Qian, Lin Shen, Lujundong Li, Kele Xu, Bin Hu*, From noise to sound: Audio synthesis via diffusion models, Signal, 15(2023), 16.

18. Chenming Li, Shasha Liu, Qian Zhang, Dongdong Wan, Rong Shen, Zhong Wang, Yuee Li, Bin Hu*, Combining Raman spectroscopy and machine learning to assist early diagnosis of gastric cancer, Spectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy, 287(2023), 122049.

19. Sirong Piao, Yifang Bao, Liqin Yang, Yi Zhang, Bin Hu*, Haiqing Li, Daoying Geng, Yuxin Li, Brain MRI features of anti-N-methyl-D-aspartate (anti-NMDA) receptor encephalitis secondary to central nervous system infection in adult patients, Acta Radiologica, 64(2)(2023), 760-768.

20. Zhihua Wang, Kun Qian, Houguang Liu, Bin Hu*, Björn W Schuller, Yoshiharu Yamamoto, Exploring interpretable representations for heart sound abnormality detection, Biomedical Signal Processing and Control, 82(2023), 104569.

21. Jitao Zhong, Zhengyang Shan, Xuan Zhang, Haifeng Lu, Hong Peng, Bin Hu*, Robust discriminant feature extraction for automatic depression recognition, Biomedical Signal Processing and Control, 82(2023), 104505.

22. Yin Wang, Yinghui Zhang, Weihao Zheng, Xia Liu, Ziyang Zhao, Shan Li, Nan Chen, Lin Yang, Lei Fang, Zhijun Yao, Bin Hu*, Age‐Related Differences of Cortical Topology Across the Adult Lifespan: Evidence From a Multisite MRI Study With 1427 Individuals, Journal of Magnetic Resonance Imaging, 57(2)(2023), 434-443.

23. Xuexiao Shao, Danfeng Yan, Wenwen Kong, Shuting Sun, Mei Liao, Wenwen Ou, Yan Zhang, Fang Zheng, Xiaowei Li, Lingjiang Li, Bin Hu*, Brain function changes reveal rapid antidepressant effects of nitrous oxide for treatment-resistant depression: Evidence from task-state EEG, Psychiatry Research, 322(2023), 115072.

24. Dixin Wang, Wanhui Wen, Xuan Zhang, Tonghong Wu, Chang Lei, Jinlong Chao, Jitao Zhong, Hong Peng, Bin Hu*, Analysis of Altered Brain Dynamics During Episodic Recall and Detection of Generalized Anxiety Disorder, Neuroscience, 524(2023), 37-51.

25. Weihao Zheng, Leilei Zhao, Zhiyong Zhao, Tingting Liu, Bin Hu*, Dan Wu, Spatiotemporal Developmental Gradient of Thalamic Morphology, Microstructure, and Connectivity fromthe Third Trimester to Early Infancy, Journal of Neuroscience, 43(4)(2023), 559-570.

26. Zhenyu Liu, Xiaoyan Yuan, Yutong Li, Zixuan Shangguan, Li Zhou, Bin Hu*, PRA-Net: Part-and-Relation Attention Network for depression recognition from facial expression, Computers in Biology and Medicine, 157(2023), 106589.

27. Haihua Jiang, Bin Hu*, Zhenyu Liu, Gang Wang, Lan Zhang, A radius-incorporated localized multiple kernel learning algorithm for detecting depression in speech, International Journal of Speech Technology, (2023), 1-8.

28. Zepeng Li, Zhengyi An, Wenchuan Cheng, Jiawei Zhou, Fang Zheng, Bin Hu*, MHA: a multimodal hierarchical attention model for depression detection in social media, Health information science and systems, 11(1)(2023), 6.

29. Kun Qian, Bin Hu*, Yoshiharu Yamamoto, Björn W Schuller, The Voice of the Body: Why AI Should Listen to It and an Archive, Cyborg and Bionic Systems, 4(2023), 0005.

30. Xuexiao Shao, Wenwen Kong, Shuting Sun, Na Li, Xiaowei Li, Bin Hu*, Analysis of functional connectivity in depression based on a weighted hyper-network method, Journal of Neural Engineering, 20(1)(2023), 016023.

31. Haifeng Lu, Shihao Xu, Shipeng Zhao, Xiping Hu, Rong Ma, Bin Hu*, EPIC: Emotion Perception by Spatio-Temporal Interaction Context of Gait, IEEE Journal of Biomedical and Health Informatics, 28(5)(2023), 2592-2601.

32. Mingyi Sun, Weigang Cui, Yue Zhang, Shuyue Yu, Xiaofeng Liao, Bin Hu*, Yang Li, Attention-Rectified and Texture-Enhanced Cross-Attention Transformer Feature Fusion Network for Facial Expression Recognition, IEEE Transactions on Industrial Informatics, 19(12)(2023), 11823-11832.

33. Weijia Liu, Qunxi Dong, Shuting Sun, Jian Shen, Kun Qian, Bin Hu*, Risk Prediction of Alzheimer’s Disease Conversion in Mild Cognitive Impaired Population based on Brain Age Estimation, IEEE Transactions on Neural Systems and Rehabilitation Engineering, 31(2023), 2468-2476.

34. Zhenyu Liu, Huimin Yu, Gang Li, Qiongqiong Chen, Zhijie Ding, Lei Feng, Zhijun Yao, Bin Hu*, Ensemble learning with speaker embeddings in multiple speech task stimuli for depression detection, Frontiers in Neuroscience, 17(2023), 1141621.

35. Lin Yang, Guangyao Liu, Shan Li, Chaofan Yao, Ziyang Zhao, Nan Chen, Pengfei Zhang, Yingying Shang, Yin Wang, Dekui Zhang, Xiaozhu Tian, Jing Zhang, Zhijun Yao, Bin Hu*, Association of aberrant brain network dynamics with gut microbial composition uncovers disrupted brain–gut–microbiome interactions in irritable bowel syndrome: Preliminary findings, European Journal of Neurology, (2023).

36. Yujuan Xing, Zhenyu Liu, Qiongqiong Chen, Gang Li, Zhijie Ding, Lei Feng, Bin Hu*, Depression recognition base on acoustic speech model of Multi-task emotional stimulus, Biomedical Signal Processing and Control, 85(2023), 104970.

37. Li Zhou, Zhenyu Liu, Xiaoyan Yuan, Zixuan Shangguan, Yutong Li, Bin Hu*, CAIINET: Neural network based on contextual attention and information interaction mechanism for depression detection, Digital Signal Processing, 137(2023), 103986.

38. Rui Li, Chao Ren, Sipo Zhang, Yikun Yang, Qiqi Zhao, Kechen Hou, Wenjie Yuan, Xiaowei Zhang, Bin Hu*, STSNet: a novel spatio-temporal-spectral network for subject-independent EEG-based emotion recognition, Health Information Science and Systems, 11(1)(2023), 25.

39. Zepeng Li, Wenchuan Cheng, Jiawei Zhou, Zhengyi An, Bin Hu*, Deep learning model with multi-feature fusion and label association for suicide detection, Multimedia Systems, (2023), 1-11.

40. Kun Qian, Ruolan Huang, Zhihao Bao, Yang Tan, Zhonghao Zhao, Mengkai Sun, Bin Hu*, Björn W Schuller, Yoshiharu Yamamoto, Detecting somatisation disorder via speech: introducing the Shenzhen Somatisation Speech Corpus, Intelligent Medicine, (2023) , 96 – 103.

41. Jianghong Zhu, Zepeng Li, Xiu Zhang, Zhenwen Zhang, Bin Hu*, Public Attitudes Toward Anxiety Disorder on Sina Weibo: Content Analysis, Journal of Medical Internet Research, 25(2023), e45777.

42. Weimin Zheng, Honghong Liu, Zhigang Li, Kuncheng Li, Yalin Wang, Bin Hu*, Qunxi Dong, Zhiqun Wang, Classification of Alzheimer’s disease based on hippocampal multivariate morphometry statistics, CNS Neuroscience & Therapeutics, 29(9)(2023), 2457-2468.

43. Zepeng Li, Rikui Huang, Minyu Zhai, Zhenwen Zhang, Bin Hu*, A performant and incremental algorithm for knowledge graph entity typing, World Wide Web, (2023), 1-18.

44. Yongfeng Tao, Minqiang Yang, Yushan Wu, Kevin Lee, Adrienne Kline, Bin Hu*, Depressive semantic awareness from vlog facial and vocal streams via spatio-temporal transformer, Digital Communications and Networks, 10(3)(2023), 577-585.

45. Hongmin Cai, Huan Liu, Defu Yang, Guorong Wu, Bin Hu, Jiazhou Chen, Estimating Outlier-Immunized Common Harmonic Waves for Brain Network Analyses on the Stiefel Manifold, IEEE Journal of Biomedical and Health Informatics, 27(5)(2023), 2411-2422.

46. Zhixin Wang, Chenming Li, Zhong Wang, Yuee Li, Bin Hu*, Garlic bulb classification by combining Raman spectroscopy and machine learning, Vibrational Spectroscopy, 125(2023), 103509.

47. Yutong Li, Zhenyu Liu, Li Zhou, Xiaoyan Yuan, Zixuan Shangguan, Xiping Hu, Bin Hu*, A facial depression recognition method based on hybrid multi-head cross attention network, Frontiers in Neuroscience, 17(2023), 1188434.

48. Zepeng Li, Rikui Huang, Yufeng Zhang, Jianghong Zhu, Bin Hu*, Two flexible translation-based models for knowledge graph embedding, Journal of Intelligent & Fuzzy Systems, 44(2)(2023), 3093-3105.

49. Minqiang Yang, Yinru Ye, Kai Ye, Wei Zhou, Xiping Hu, Bin Hu*, Retinal Vessel Segmentation in Medical Diagnosis using Multi-scale Attention Generative Adversarial Networks, Mobile Networks and Applications, (2023), 1-11.

50. Rui Li, Chao Ren, Yiqing Ge, Qiqi Zhao, Yikun Yang, Yuhan Shi, Xiaowei Zhang, Bin Hu*, MTLFuseNet: A novel emotion recognition model based on deep latent feature fusion of EEG signals and multi-task learning, Knowledge-Based Systems, (2023), 110756.

51. Xiaoyan Yuan, Zhenyu Liu, Qiongqiong Chen, Gang Li, Zhijie Ding, Zixuan Shangguan, Bin Hu*, Combining Informative Regions and Clips for Detecting Depression from Facial Expressions, Cognitive Computation, (2023), 1-12.

52. Shuting Sun, Huayu Chen, Gang Luo, Chang Yan, Qunxi Dong, Xuexiao Shao, Xiaowei Li, Bin Hu*, Clustering-Fusion Feature Selection Method in Identifying Major Depressive Disorder Based on Resting State EEG Signals, IEEE Journal of Biomedical and Health Informatics, 27(7)(2023), 3152-3163.

53. Zhaoning Li, Qunxi Dong, Bin Hu*, Haiyan Wu, Every individual makes a difference: A trinity derived from linking individual brain morphometry, connectivity and mentalising ability, Human Brain Mapping, 44(8)(2023), 3343-3358.

54. Jian Shen, Yanan Zhang, Huajian Liang, Zeguang Zhao, Kexin Zhu, Kun Qian, Qunxi Dong, Xiaowei Zhang, Bin Hu*, Depression Recognition From EEG Signals Using an Adaptive Channel Fusion Method Via Improved Focal Loss, IEEE Journal of Biomedical and Health Informatics, 27(7)(2023),3234-3245.

55. Guo Ping Gao, Zhi Heng Dou, Ge Ma, Dan Wang, Zhuo Qi Yu, Jing Hang Dong, Bin Hu*, Dual‐band circular patch antenna working in TM41 and TM11 mode for on‐/off‐body communications, IET Microwaves, Antennas & Propagation, 17(9)(2023), 694-700.

56. Xuan Zhang, Dixin Wang, Hongtong Wu, Jinlong Chao, Jitao Zhong, Hong Peng, Bin Hu*, Vigilance estimation using truncated l1 distance kernel-based sparse representation regression with physiological signals, Computer methods and programs in biomedicine, 242(2023), 107773.

57. Jitao Zhong, Guangzhi Ma, Lu Zhang, Quanhong Wang, Shi Qiao, Hong Peng, Bin Hu*, Spatio-temporal scale information fusion of functional near-infrared spectroscopy signal for depression detection, Knowledge-Based Systems, (2023), 111165.

58. Weihao Zheng, Xiaomin Wang, Tingting Liu, Bin Hu*, Dan Wu, Preterm‐birth alters the development of nodal clustering and neural connection pattern in brain structural network at term‐equivalent age, Human Brain Mapping, 44(16)(2023), 5372-5386.

59. Kechen Hou, Xiaowei Zhang, Yikun Yang, Qiqi Zhao, Wenjie Yuan, Zhongyi Zhou, Sipo Zhang, Chen Li, Jian Shen, Bin Hu*, Emotion Recognition From Multimodal Physiological Signals via Discriminative Correlation Fusion With a Temporal Alignment Mechanism, IEEE Transactions on Cybernetics, 54(5)(2023),3079-3092.

60. Jingyu Liu, Weigang Cui, Yipeng Chen, Yulan Ma, Qunxi Dong, Ran Cai, Yang Li, Bin Hu*, Deep Fusion of Multi-Template using Spatio-Temporal Weighted Multi-Hypergraph Convolutional Networks for Brain Disease Analysis, IEEE Transactions on Medical Imaging, 43(2)(2023),860-873.

61. Lingyu Zhang, Pengfei Zhang, Qunxi Dong, Ziyang Zhao, Weihao Zheng, Jing Zhang, Xiping Hu, Zhijun Yao, Bin Hu*, Fine‐grained features characterize hippocampal and amygdaloid change pattern in Parkinson’s disease and discriminate cognitive‐deficit subtype, CNS Neuroscience & Therapeutics, 30(1)(2023), e14480.

62. Guowei Zheng, Weihao Zheng, Yu Zhang, Junyu Wang, Miao Chen, Yin Wang, Tianhong Cai, Zhijun Yao, Bin Hu*, An attention-based multi-modal MRI fusion model for major depressive disorder diagnosis, Journal of Neural Engineering, 20(6)(2023), 066005.

63. Quanhong Wang, Weizhuang Kong, Jitao Zhong, Zhengyang Shan, Juan Wang, Xiaowei Li, Hong Peng, Bin Hu*, A hybrid SVM and kernel function-based sparse representation classification for automated epilepsy detection in EEG signals, Neurocomputing, (2023), 126874.

64. Jingtan Li, Mengkai Sun, Zhonghao Zhao, Xingcan Li, Gaigai Li, Chen Wu, Kun Qian, Bin Hu*, Yoshiharu Yamamoto, Björn W Schuller, Battling with the low-resource condition for snore sound recognition: introducing a meta-learning strategy, EURASIP Journal on Audio, Speech, and Music Processing, 1(2023), 43.

65. Minqiang Yang, Yushan Wu, Yongfeng Tao, Xiping Hu, Bin Hu*, Trial Selection Tensor Canonical Correlation Analysis (TSTCCA) for Depression Recognition with Facial Expression and Pupil Diameter, IEEE Journal of Biomedical and Health Informatics, (2023).

66. Bin Hu*, Yongfeng Tao, Minqiang Yang, Detecting depression based on facial cues elicited by emotional stimuli in video, Computers in Biology and Medicine, 165(2023), 107457.

67. Lixian Zhu, Wanyong Qiu, Yu Ma, Fuze Tian, Mengkai Sun, Zhihua Wang, Kun Qian, Bin Hu*, Yoshiharu Yamamoto, Björn W Schuller, LEPCNet: A Lightweight End-to-End PCG Classification Neural Network Model for Wearable Devices, IEEE Transactions on Instrumentation and Measurement, 73(2023), 1-11.

68. Mi Li, Wei Zhang, Bin Hu*, Jiaming Kang, Yuqi Wang, Shengfu Lu, Automatic assessment of depression and anxiety through encoding pupil-wave from HCI in VR scenes, ACM Transactions on Multimedia Computing, Communications and Applications, 20(2)(2023), 1-22.

69. Yingying Shang, Qian Su, Rong Ma, Miao Chen, Ziyang Zhao, Chaofan Yao, Lin Han, Zhijun Yao, Bin Hu*, Functional Connectome Hierarchy Distortions in Female Nurses With Occupational Burnout and Its Gene Expression Signatures, Journal of Magnetic Resonance Imaging, 59(6)(2023), 2124-2136.

70. Xiufang Chen, Long Jin, Bin Hu*, A Cerebellum-Inspired Control Scheme for Kinematic Control of Redundant Manipulators, IEEE Transactions on Industrial Electronics, 71(7)(2023), 7539-7547.

71. Fuze Tian, Lixian Zhu, Qiuxia Shi, Xiaokun Jin, Ran Cai, Qunxi Dong, Qinglin Zhao, Bin Hu*, An FFT-Based DC Offset Compensation and I/Q Imbalance Correction Algorithm for Bioradar Sensors, IEEE Transactions on Microwave Theory and Techniques, 72(3)(2023), 1900-1910.

72. Jitao Zhong, Wenyan Du, Lu Zhang, Hong Peng, Bin Hu*, Feature extraction based on sparse graphs embedding for automatic depression detection, Biomedical Signal Processing and Control, 86(2023), 105257.

73. Yu Ma, Jian Shen, Zeguang Zhao, Huajian Liang, Yang Tan, Zhenyu Liu, Kun Qian, Minqiang Yang, Bin Hu*, What Can Facial Movements Reveal? Depression Recognition and Analysis based on Optical Flow using Bayesian Networks, IEEE Transactions on Neural Systems and Rehabilitation Engineering, 31(2023), 3459-3468.

74. Jie Sun, Qunxi Dong, Sanwang Wang, Yongbo Zheng, Xiaoxing Liu, Tangsheng Lu, Kai Yuan, Jie Shi, Bin Hu*, Lin Lu, Ying Han, Artificial intelligence in psychiatry research, diagnosis, and therapy, Asian Journal of Psychiatry, (2023), 103705.

75. Fuze Tian, Lixian Zhu, Qiuxia Shi, Rui Wang, Lixin Zhang, Qunxi Dong, Kun Qian, Qinglin Zhao, Bin Hu*, The Three-lead EEG Sensor: Introducing an EEG-assisted Depression Diagnosis System Based on Ant Lion Optimization, IEEE Transactions on Biomedical Circuits and Systems, 17(6)(2023), 1305-1318.

76. Minqiang Yang, Ziru Weng, Yuhong Zhang, Yongfeng Tao, Bin Hu*, Three-Stream Convolutional Neural Network for Depression Detection with Ocular Imaging, IEEE Transactions on Neural Systems and Rehabilitation Engineering, 31(2023), 4921-4930.

77. Junyu Wang, Tongtong Li, Qi Sun, Yuhui Guo, Jiandong Yu, Zhijun Yao, Ning Hou, Bin Hu*, Automatic Diagnosis of Major Depressive Disorder Using a High-and Low-Frequency Feature Fusion Framework, Brain Sciences, 13(1)(2023), 1590.

78. Minqiang Yang, Yujie Gao, Longzhe Tang, Jian Hou, Bin Hu*, Wearable eye-tracking system for synchronized multimodal data acquisition, IEEE Transactions on Circuits and Systems for Video Technology, 34(6)(2023), 5146-5159.