1. Tao Lei, Yi Wang, Xingwu Wang, Xuan Wang, Bin Hu*, Asoke K Nandi, Unified Feature Consistency of Under-Performing Pixels and Valid Regions for Semi-Supervised Medical Image Segmentation, IEEE Transactions on Radiation and Plasma Medical Sciences, (2024).

2. Lixian Zhu, Yanan Zhao, Xiaokun Jin, Fuze Tian, Jingxin Liu, Ran Cai, Qunxi Dong, Peijing Rong, Bin Hu*, Design and implementation of electroacupuncture: A study of prefrontal eeg characteristics under tavns, IEEE Sensors Journal, (2024).

3. Li Zhou, Zhenyu Liu, Yutong Li, Yuchi Duan, Huimin Yu, Bin Hu*, Multi Fine-Grained Fusion Network for Depression Detection, ACM Transactions on Multimedia Computing, Communications and Applications, 20(8)(2024), 1-23.

4. Jingkun Yan, Long Jin, Bin Hu*, Data-driven model predictive control for redundant manipulators with unknown model, IEEE Transactions on Cybernetics, (2024).

5. Leilei Zhao, Dalin Zhu, Xiaomin Wang, Xia Liu, Tongtong Li, Boyang Wang, Zhijun Yao, Weihao Zheng, Bin Hu*, An Attention-Based Hemispheric Relation Inference Network for Perinatal Brain Age Prediction, IEEE Journal of Biomedical and Health Informatics, (2024).

6. Zhenyu Liu, Yang Wu, Haibo Zhang, Gang Li, Zhijie Ding, Bin Hu*, Stimulus-Response Patterns: The Key to Giving Generalizability to Text-based Depression Detection Models, IEEE Journal of Biomedical and Health Informatics, (2024).

7. Xinrong Gong, CL Philip Chen, Bin Hu*, Tong Zhang, CiABL: Completeness-induced Adaptative Broad Learning for Cross-Subject Emotion Recognition with EEG and Eye Movement Signals, IEEE Transactions on Affective Computing, (2024).

8. Zongyuan Wang, Jianzhou Huang, Weiguang Liu, Chenjie Xiong, Bin Hu*, Automatically Aligned and Environment-Friendly Twisted Stacking Terahertz Chiral Metasurface with Giant Circular Dichroism for Rapid Biosensing, ACS Applied Materials & Interfaces, 16(12)(2024), 15193-15201.

9. Guocui Wang, Bin Hu*, Huan Zhao, Meng Xu, Xinyue Wang, Jiasheng Ye, Wenfeng Sun, Shengfei Feng, Peng Han, Xinke Wang, Bo Zhang, Yan Zhang, Pump‐Wavelength Sensitive Terahertz Spatiotemporal Metasurface, Advanced Optical Materials, 12(9)(2024), 2301994.

10. Hongmin Cai, Yu Hu, Fei Qi, Bin Hu*, Yiu-ming Cheung, Deep Tensor Spectral Clustering Network via Ensemble of Multiple Affinity Tensors, IEEE Transactions on Pattern Analysis and Machine Intelligence, (2024).

11. Xiaoheng Zhang, Weigang Cui, Bin Hu*, Yang Li, A Multi-Level Alignment and Cross-Modal Unified Semantic Graph Refinement Network for Conversational Emotion Recognition, IEEE Transactions on Affective Computing, (2024).

12. Weigang Cui, Yansong Xiang, Yifan Wang, Tao Yu, Xiao-Feng Liao, Bin Hu*, Yang Li, Deep Multiview Module Adaption Transfer Network for Subject-Specific EEG Recognition, IEEE Transactions on Neural Networks and Learning Systems, (2024).

13. Wenjie Yuan, Xiaowei Zhang, Xuejuan Zhang, Shuangyan Wang, Tianzhi Wang, Tong Zhang, Qinglin Zhao, Bin Hu*, Discovery of Shared Latent Nonlinear Effective Connectivity for EEG-Based Depression Detection, IEEE Transactions on Neural Networks and Learning Systems, (2024).

14. Lin Shen, Haojie Zhang, Cuiping Zhu, Ruobing Li, Kun Qian, Wei Meng, Fuze Tian, Bin Hu*, Björn W Schuller, Yoshiharu Yamamoto, A First Look at Generative Artificial Intelligence Based Music Therapy for Mental Disorders, IEEE Transactions on Consumer Electronics, (2024).

15. Ming Ying, Jing Zhu, Xiaowei Li, Bin Hu*, A Functional Connectivity-Based Model with a Lightweight Attention Mechanism for Depression Recognition Using EEG signals, IEEE Transactions on Neural Systems and Rehabilitation Engineering, (2024).

16. Feiyue Wang, Rui Qin, Juanjuan Li, Levente Kováacs, Bin Hu*, Metacracy: A New Governance Paradigm Beyond Bounded Intelligence, IEEE Transactions on Computational Social Systems, 11(6)(2024), 7072-7085.

17. Qunxi Dong, Yuhang Sheng, Junru Zhu, Honghong Liu, Zhigang Li, Jingyu Liu, Yalin Wang, Bin Hu*, MRI-Driven Longitudinal Studies of Hippocampal Alterations During the Initial Cognitive Decline, IEEE Journal of Translational Engineering in Health and Medicine, (2024).

18. Chao Ren, Jinbo Chen, Rui Li, Weihao Zheng, Yijiang Chen, Yikun Yang, Xiaowei Zhang, Bin Hu*, Semi-supervised pairwise transfer learning based on multi-source domain adaptation: A case study on EEG-based emotion recognition, Knowledge-Based Systems, 305(2024), 112669.

19. Gang Luo, Yutong Han, Weichu Xie, Fuze Tian, Lixian Zhu, Kun Qian, Xiaowei Li, Shuting Sun, Bin Hu*, GCD-JFSE: Graph-based class-domain knowledge joint feature selection and ensemble learning for EEG-based emotion recognition, Knowledge-Based Systems, (2024), 112770.

20. Jian Shen, Jinwen Wu, Huajian Liang, Zeguang Zhao, Kunlin Li, Kexin Zhu, Kang Wang, Yu Ma, Wenbo Hu, Chenxu Guo, Yanan Zhang, Bin Hu*, Physiological signal analysis using explainable artificial intelligence: A systematic review, Neurocomputing, (2024), 128920.

21. Feiyang Liu, Kun Li, Zhun Zhong, Wei Jia, Bin Hu*, Xun Yang, Meng Wang, Dan Guo, Depth Matters: Spatial Proximity-Based Gaze Cone Generation for Gaze Following in Wild, ACM Transactions on Multimedia Computing, Communications and Applications, 20(11)(2024), 1-24.

22. Dehua Liu, Chengming Li, Xiping Hu, Bin Hu*, Dual-Attention Multiple Instance Learning Framework for Pathology Whole-Slide Image Classification, Electronics, 13(22)(2024), 4445.

23. Zhenyu Liu, Shimao Zhang, Bailin Chen, Gang Li, Qiongqiong Chen, Zhijie Ding, Xin Zhang, Bin Hu*, Stimulus-Response Pattern: The core of robust cross-stimulus facial depression recognition, IEEE Transactions on Affective Computing, (2024).

24. Lu Zhang, Jitao Zhong, Qinglin Zhao, Shi Qiao, Yushan Wu, Bin Hu*, Sujie Ma, Hong Peng, Sparse discriminant manifold projections for automatic depression recognition, Neurocomputing, (2024), 128765.

25. Furong Yao, Ziyang Zhao, Yin Wang, Tongtong Li, Miao Chen, Zhijun Yao, Jin Jiao, Bin Hu*, Age-related differences of the time-varying features in the brain functional connectivity and cognitive aging, Psychophysiology, (2024), e14702.

26. Fuze Tian, Haojie Zhang, Yang Tan, Lixian Zhu, Lin Shen, Kun Qian, Bin Hu*, Björn W Schuller, Yoshiharu Yamamoto, An On-Board Executable Multi-Feature Transfer-Enhanced Fusion Model for Three-Lead EEG Sensor-Assisted Depression Diagnosis, IEEE Journal of Biomedical and Health Informatics, (2024).

27. Tongtong Li, Ning Hou, Jiandong Yu, Ziyang Zhao, Qi Sun, Miao Chen, Zhijun Yao, Sujie Ma, Jiansong Zhou, Bin Hu*, Evolutionary neural architecture search for automated MDD diagnosis using multimodal MRI imaging, Iscience, 27(10)(2024).

28. Mi Li, Zeying Lu, Qishuang Cao, Junlong Gao, Bin Hu*, Automatic assessment method and device for depression symptom severity based on emotional facial expression and pupil-wave, IEEE Transactions on Instrumentation and Measurement, (2024).

29. Weihao Zheng, Cong Bao, Renhui Mu, Jun Wang, Tongtong Li, Ziyang Zhao, Zhijun Yao, Bin Hu*, Frequency‐specific dual‐attention based adversarial network for blood oxygen level‐dependent time series prediction, Human Brain Mapping, 45(14)(2024), e70032.

30. Xiaohua Wan, Wenjing Zhang, Dehui Qiu, Sijia Li, Fa Zhang, Zhongchang Sun, Bin Hu*, MSTCA-Net: A Novel Impervious Surface Extraction Method Based on a Multi-stage Transformer, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, (2024).

31. Xiaohua Wan, Yulong Hu, Dehui Qiu, Juan Zhang, Xiaotong Wang, Fa Zhang, Bin Hu*, A novel framework for tongue feature extraction framework based on sublingual vein segmentation, IEEE Transactions on NanoBioscience, (2024)

32. Yu Zhang, Rui Xie, Iman Beheshti, Xia Liu, Guowei Zheng, Yin Wang, Zhenwen Zhang, Weihao Zheng, Zhijun Yao, Bin Hu*, Improving brain age prediction with anatomical feature attention-enhanced 3D-CNN, Computers in Biology and Medicine, 169(2024), 107873.

33. Dan Guo, Kun Li, Bin Hu*, Yan Zhang, Meng Wang, Benchmarking Micro-action Recognition: Dataset, Method, and Application, IEEE Transactions on Circuits and Systems for Video Technology, (2024).

34. Bin Hu*, Lixian Zhu, Qunxi Dong, Kun Qian, Hanshu Cai, Fuze Tian, Physiological Electrosignal Asynchronous Acquisition Technology: Insight and Perspectives, IEEE Transactions on Computational Social Systems, 11(1)(2024), 5-24.

35. Zhigang Li, Weimin Zheng, Honghong Liu, Jingyu Liu, Chang Yan, Zhiqun Wang, Bin Hu*, Qunxi Dong, Estimating functional brain networks by Low-rank representation with local constraint, IEEE Transactions on Neural Systems and Rehabilitation Engineering, (2024).

36. Yongfeng Tao, Minqiang Yang, Huiru Li, Yushan Wu, Bin Hu*, DepMSTAT: Multimodal Spatio-Temporal Attentional Transformer for Depression Detection, IEEE Transactions on Knowledge and Data Engineering, (2024).

37. Lu Zhang, Jitao Zhong, Quanhong Wang, Jinzhou Zhu, Hele Liu, Hong Peng, Bin Hu*, Robust sparse graph regularized nonnegative matrix factorization for automatic depression diagnosis, Biomedical Signal Processing and Control, 93(2024), 106036.

38. Guo‐Ping Gao, Dan Wang, Ge Ma, Shi‐Chen Wang, Zhi‐Heng Dou, Bin Hu*, A dual‐band dual‐polarized omnidirectional patch antenna for on‐body application, Microwave and Optical Technology Letters, 63(3)(2024), e34050.

39. Weihao Zheng, Qin Zhang, Ziyang Zhao, Pengfei Zhang, Leilei Zhao, Xiaomin Wang, Songyu Yang, Jing Zhang, Zhijun Yao, Bin Hu*, Aberrant dynamic functional connectivity of thalamocortical circuitry in major depressive disorder, Journal of Zhejiang University-Science B, (2024), 1-21.

40. Miao Chen, Qian Su, Ziyang Zhao, Tongtong Li, Zhijun Yao, Weihao Zheng, Lin Han, Bin Hu*, Rich club reorganization in nurses before and after the onset of occupational burnout: A longitudinal MRI study, Journal of Magnetic Resonance Imaging, (2024).

41. Xiao Luo, Peiwen Li, Hongyi Chen, Kun Zhou, Sirong Piao, Liqin Yang, Bin Hu*, Daoying Geng, Automatic segmentation of hepatocellular carcinoma on dynamic contrast-enhanced MRI based on deep learning, Physics in Medicine and Biology, 69(2024).

42. Jingyu Liu, Wenxin Yang, Yulan Ma, Qunxi Dong, Yang Li, Bin Hu*, DIRECT Consortium, Effective hyper-connectivity network construction and learning: Application to major depressive disorder identification, Computers in Biology and Medicine, (2024),108069.

43. Wei Zhou, Minqiang Yang, Jingsheng Tang, Juan Wang, Bin Hu*, Gaze Patterns in Children with Autism Spectrum Disorder to Emotional Faces: Scanpath and Similarity, IEEE Transactions on Neural Systems and Rehabilitation Engineering, (2024).

44. Xuerong Shi, Guo Shen, Ziyang Zhao, Jiandong Yu, Miao Chen, Hongmin Cai, Jing Gao, Lianping Zhao, Zhijun Yao, Bin Hu*, Decreased structural pathways mediating functional connectivity in obstructive sleep apnea, Sleep Medicine, (2024).

45. Ming Ying, Xuexiao Shao, Jing Zhu, Qinglin Zhao, Xiaowei Li, Bin Hu*, EDT: An EEG-based attention model for feature learning and depression recognition, Biomedical Signal Processing and Control, 93(2024), 106182.

46. Zepeng Li, Shuo Cao, Minyu Zhai, Nengneng Ding, Zhenwen Zhang, Bin Hu*, Multi-level semantic enhancement based on self-distillation BERT for Chinese named entity recognition, Neurocomputing, (2024), 127637.

47. Rui Qin, Fei-Yue Wang, Xiaolong Zheng, Qinghua Ni, Juanjuan Li, Xiao Xue, Bin Hu*,  Sora for Computational Social Systems: From Counterfactual Experiments to Artificiofactual Experiments With Parallel Intelligence, IEEE Transactions on Computational Social Systems, 11(2)(2024), 1531-1550.

48. Tongtong Li, Yuhui Guo, Ziyang Zhao, Miao Chen, Qiang Lin, Xiping Hu, Zhijun Yao, Bin Hu*, Automated diagnosis of major depressive disorder with multi-modal MRIs based on contrastive learning: a few-shot study, IEEE Transactions on Neural Systems and Rehabilitation Engineering, (2024).

49. Zhenwen Zhang, Zepeng Li, Jianghong Zhu, Zhihua Guo, Bin Shi, Bin Hu*, Enhancing user sequence representation with cross-view collaborative learning for depression detection on Sina Weibo, Knowledge-Based Systems, (2024), 111650.

50. Yalin Wang, Wentao Lin, Hong Peng, Ligang Zhou, Wei Chen, Bin Hu*, A Robust Causal Brain Network Measure and Its Application on Ictal Electrocorticogram Analysis of Drug-resistant Epilepsy, IEEE Transactions on Neural Systems and Rehabilitation Engineering, (2024).

51. Jiajia Li, Chaofan Yao, Yongchao Li, Xia Liu, Ziyang Zhao, Yingying Shang, Jing Yang, Zhijun Yao, Yucen Sheng, Bin Hu*, Effects of second language acquisition on brain functional networks at different developmental stages, Brain Imaging and Behavior, (2024), 1-11.

52. Kun Qian, Zhihao Bao, Zhonghao Zhao, Tomoya Koike, Fengquan Dong, Maximilian Schmitt, Qunxi Dong, Jian Shen, Weipeng Jiang, Yajuan Jiang, Bo Dong, Zhenyu Dai, Bin Hu*, Björn W Schuller, Yoshiharu Yamamoto, Learning Representations from Heart Sound: A Comparative Study on Shallow and Deep Models, Cyborg and Bionic Systems, 5(2024), 75.

53. Zhihua Wang, ZiPeng Zhang, Yuying Shao, Kun Qian, Houguang Liu, Bin Hu*, Björn W Schuller, Gas-insulated switch-gear mechanical fault detection based on acoustic feature analysis using a multi-state pre-trained neural network, Measurement Science and Technology, (2024).

54. Xuexiao Shao, Ming Ying, Jing Zhu, Xiaowei Li, Bin Hu*, Achieving EEG-based depression recognition using Decentralized-Centralized structure, Biomedical Signal Processing and Control, 95(2024), 106402.

55. Qunxi Dong, Hongxin Cai, Zhigang Li, Jingyu Liu, Bin Hu*, A Multiview Brain Network Transformer Fusing Individualized Information for Autism Spectrum Disorder Diagnosis, IEEE Journal of Biomedical and Health Informatics, (2024).

56. Wanyong Qiu, Chen Quan, Lixian Zhu, Yongzi Yu, Zhihua Wang, Yu Ma, Mengkai Sun, Yi Chang, Kun Qian, Bin Hu*, Yoshiharu Yamamoto, Björn W Schuller, Heart Sound Abnormality Detection From Multi-Institutional Collaboration: Introducing a Federated Learning Framework, IEEE Transactions on Biomedical Engineering, (2024).

57. Minqiang Yang, Jintao Wang, Yujie Gao, Bin Hu*, Aim Where You Look: Eye-Tracking-Based UAV Control Framework for Automatic Target Aiming, IEEE Internet of Things Journal, (2024).

58. Minqiang Yang, Yongfeng Tao, Hanshu Cai, Bin Hu*, Behavioral Information Feedback With Large Language Models for Mental Disorders: Perspectives and Insights, IEEE Transactions on Computational Social Systems, 11(3)(2024), 3026-3044.

59. Zhaoyang Cong, Lin Yang, Ziyang Zhao, Guowei Zheng, Cong Bao, Pengfei Zhang, Jun Wang, Weihao Zheng, Zhijun Yao, Bin Hu*,  Disrupted Dynamic Brain Functional Connectivity in Male Cocaine Use Disorder: Hyperconnectivity, Strongly-Connected State Tendency, and Links to Impulsivity and Borderline Traits, Journal of Psychiatric Research, (2024).

60. Ying Wang, Dalin Zhu, Leilei Zhao, Xiaomin Wang, Zhe Zhang, Bin Hu*, Dan Wu, Weihao Zheng, Profiling cortical morphometric similarity in perinatal brains: insights from development, sex difference, and inter-individual variation, NeuroImage, (2024), 120660.

61. Jian Shen, Kunlin Li, Huajian Liang, Zeguang Zhao, Yu Ma, Jinwen Wu, Jieshuo Zhang, Yanan Zhang, Bin Hu*, HEMAsNet: A Hemisphere Asymmetry Network Inspired by the Brain for Depression Recognition From Electroencephalogram Signals, IEEE Journal of Biomedical and Health Informatics, (2024).

62. Yuhui Guo, Tongtong Li, Ziyang Zhao, Qi Sun, Miao Chen, Yanli Jiang, Zhijun Yao, Bin Hu*, Liver fibrosis automatic diagnosis utilizing dense‐fusion attention contrastive learning network, Medical Physics, (2024).

63. Yang Wu, Zhenyu Liu, Jiaqian Yuan, Bailin Chen, Hanshu Cai, Lin Liu, Yimiao Zhao, Huan Mei, Jiahui Deng, Yanping Bao, Bin Hu*, PIE: A Personalized Information Embedded model for text-based depression detection, Information Processing & Management, 61(6)(2024), 103830.

64. Wanyong Qiu, Chen Quan, Yongzi Yu, Eda Kara, Kun Qian, Bin Hu*, Bjoern Schuller, Yoshiharu Yamamoto, Federated Abnormal Heart Sound Detection with Weak to No Labels, Cyborg and Bionic Systems, (2024).

65. Zhenwen Zhang, Jianghong Zhu, Zhihua Guo, Yu Zhang, Zepeng Li, Bin Hu*, Natural Language Processing for Depression Prediction on Sina Weibo: Method Study and Analysis, JMIR Mental Health, 11(2024), e58259.

66. Gang Luo, Shuting Sun, Chang Yan, Shanshan Qu, Dixin Wang, Na Chu, Xuesong Liu, Fuze Tian, Kun Qian, Xiaowei Li, Bin Hu*, IMGWOFS: A Feature Selector with Trade-off between Conflict Objectives for EEG-based Emotion Recognition, IEEE Transactions on Affective Computing, (2024).

67. Hongmin Cai, Fei Qi, Junyu Li, Yu Hu, Bin Hu*, Yue Zhang, Yiu-Ming Cheung, Uniform tensor clustering by jointly exploring sample affinities of various orders, IEEE Transactions on Neural Networks and Learning Systems, (2024).

68. Tongtong Li, Junfeng Mao, Jiandong Yu, Ziyang Zhao, Miao Chen, Zhijun Yao, Lei Fang, Bin Hu*, Fully automated classification of pulmonary nodules in positron emission tomography-computed tomography imaging using a two-stage multimodal learning approach, Quantitative Imaging in Medicine and Surgery, 14(8)(2024), 5526.

69. Yalin Wang, Minghui Liu, Weihao Zheng, Tiancheng Wang, Yaqing Liu, Hong Peng, Wei Chen, Bin Hu*, Causal Brain Network Predicts Surgical Outcomes in Patients with Drug-Resistant Epilepsy: A Retrospective Comparative Study, IEEE Transactions on Neural Systems and Rehabilitation Engineering, (2024).

70. Jialong Li, Weihao Zheng, Xiang Fu, Yu Zhang, Songyu Yang, Ying Wang, Zhe Zhang, Bin Hu*, Guojun Xu,  Individual Deviation-Based Functional Hypergraph for Identifying Subtypes of Autism Spectrum Disorder, Brain Sciences, 14(8)(2024), 738.

71. Yalin Wang, Wentao Lin, Yuanfeng Zhou, Weihao Zheng, Chen Chen, Wei Chen, Bin Hu*, Causal Brain Network in Clinically-Annotated Epileptogenic Zone Predicts Surgical Outcomes of Drug-Resistant Epilepsy, IEEE Transactions on Biomedical Engineering, (2024).

72. Bin Hu*, Kun Qian Qunxi Dong, Jian Shen, Shuting Sun, Naidi Sun, Ran Cai, Exploring the Theory of Computational Psychophysiology Field, Transactions of Beijing institute of Technology, 44(7)(2024), 740-749.

73. Wanyong Qiu, Yifan Feng, Yuying Li, Yi Chang, Kun Qian, Bin Hu*, Yoshiharu Yamamoto, Björn W Schuller, Fed-MStacking: Heterogeneous Federated Learning with Stacking Misaligned Labels for Abnormal Heart Sound Detection, IEEE Journal of Biomedical and Health Informatics, (2024).

74. Shuting Sun, Chang Yan, Shanshan Qu, Gang Luo, Xuesong Liu, Fuze Tian, Qunxi Dong, Xiaowei Li, Bin Hu*, Resting-state dynamic functional connectivity in major depressive disorder: A systematic review, Progress in Neuro-Psychopharmacology and Biological Psychiatry, (2024), 111076.

75. Kang Hu, Peng Ni, Minghua Xu, You Zou, Jianye Chang, Xin Gao, Yaohang Li, Jue Ruan, Bin Hu*, Jianxin Wang, HiTE: a fast and accurate dynamic boundary adjustment approach for full-length transposable element detection and annotation, Nature Communications, 15(1)(2024), 5537.

76. Yushan Wu, Shi Qiao, Jitao Zhong, Lu Zhang, Juan Wang, Bin Hu*, Hong Peng, FNIRS‐Based Energy Landscape Analysis to Signify Brain Activity Dynamics of Individuals With Depression, CNS Neuroscience & Therapeutics, 30(11)(2024), e70139.