1. Huayu Chen, Xiaowei Li, Xuexiao Shao, Huanhuan He, Junxiang Li, Jing Zhu, Shuting Sun, Bin Hu*, Quantifying Emotional Patterns for EEG-based Emotion Recognition: An Interpretable Study on EEG Individual Differences, IEEE Transactions on Affective Computing, (2025).

2. Xuerong Li, Daniel Dajun Zeng, Shouyang Wang, Bin Hu*, Social Cognition-Enhanced Public Opinion Response During Emergencies, IEEE Transactions on Computational Social Systems, 12(4)(2025), 1405-1414.

3. Qinglin Zhao, Lixin Zhang, Qi Pan, Kunbo Cui, Mingqi Zhao, Fuze Tian, Bin Hu*, An On-Board Executable Multitask Network Model for Bioradar-Based ECG Signal Reconstruction Using High-Fidelity DHD Signals, IEEE Transactions on Computers, (2025).

4. Tian Lan, Chen Xu, Zhenyu Lv, Qunxi Dong, Jieshuo Zhang, Heyan Huang, Minqiang Yang, Bin Hu*, Bridging the Gap Between Data Distribution and Model: Dynamic Data Distribution Optimization for Improving Critique Capabilities of Large Language Models, Expert Systems with Applications, (2025), 129878.

5. Guoping Gao, Xuan Wang, Junjie Xia, Wendi Guo, Jinming Bai, Bin Hu*, Six‐Beam Pattern Reconfigurable Patch Antenna Based on Yagi‐Uda Principle for Wearable Applications, Microwave and Optical Technology Letters, 67(10)(2025), e70416.

6. Cong He, Jieshuo Zhang, Peng Xiong, Haiman Du, Jing Zhang, Bin Hu*, Xiuling Liu, 3D VCG Loop-Based Myocardial Infarction Identification with Multi-Scale Spatial Residual Attention, IEEE Transactions on Instrumentation and Measurement, (2025).

7. Guoping Gao, Wendi Guo, Xuan Wang, Junjie Xia, Bin Hu, Omni-/Unidirectional Dual-Mode Dual-polarized Wearable Antenna for IoT Applications, IEEE Open Journal of Antennas and Propagation, (2025).

8. Jintao Wang, Gen Lu, Yujie Gao, Bin Hu*, Minqiang Yang, Enhancing UAV Human-Machine Interaction with Multimodal Behavioral Data: A Gaze-Posture Synergistic Approach, IEEE Transactions on Consumer Electronics, (2025).

9. Bihai Yang, Yuwen Li, Kai Zheng, Yan Xiong, Xiaokun Jin, Lixian Zhu, Ran Cai, Bin Hu*, Bi-modal synergistic hydrogel sensors coupled with machine learning enable gesture parsing and identity recognition, Chemical Engineering Journal, (2025), 168174.

10. Zepeng Li, Shenyuan Heng, Molei Zhang, Cuiping Xu, Jianbo Lu, Wenjing Xie, Zhengxin Yang, Fei Chai, Bin Hu*, A multi-feature fusion model with temporal convolution and vision transformer for epileptic seizure prediction, Biomedical Signal Processing and Control, 112(2025), 108628.

11. Xuan Zhang, Wang Zheng, Zhigang Li, Yi Yang, Weijia Liu, Hongxin Cai, Junru Zhu, Jingyu Liu, Bin Hu*, Qunxi Dong, Constraint-Driven Causal Representation Learning for Vigilance Robust Estimation in Brain–Computer Interface, IEEE Transactions on Neural Networks and Learning Systems, (2025).

12. Ruobing Li, Yifan Feng, Lin Shen, Liuxian Ma, Haojie Zhang, Kun Qian, Bin Hu*, Yoshiharu Yamamoto, Björn W Schuller, FedVCPL-Diff: A Federated Convolutional Prototype Learning Framework with a Diffusion Model for Speech Emotion Recognition, Information Fusion, (2025), 103745.

13. Qinglin Zhao, Hua Jiang, Zhongqing Wu, Lixin Zhang, Kunbo Cui, Kai Zheng, Jingyu Liu, Ran Cai, Mingqi Zhao, Fuze Tian, Bin Hu*, E-DANN: An Enhanced Domain Adaptation Network for Audio-EEG Feature Decoupling in Explainable Depression Recognition, IEEE Transactions on Neural Systems and Rehabilitation Engineering, (2025).

14. Tongtong Li, Kai Li, Ziyang Zhao, Qi Sun, Xinyan Zhang, Zhijun Yao, Jiansong Zhou, Bin Hu*, Deep Adaptive Fusion Network with Multimodal Neuroimaging Information for MDD Diagnosis: An Open Data Study, Neural Networks, (2025), 108151.

15. Qilu Wu, Yanjie Dong, Xiaoyi Fan, Xiping Hu, Bin Hu*, Victor CM Leung, A Carbon-Neutralized CoMP With Energy-Sharing: A Learn-and-Adapt Approach, IEEE Internet of Things Journal, (2025).

16. Jian Shen, Kexin Zhu, Ruirui Ma, Wenbo Hu, Xiaolin Tan, Nanxi Deng, Xinnan Zhou, Yuqi Liu, Changlong Li, Wentian Xu, Chen Xu, Yanan Zhang, Bin Hu*, EmoSavior: Depression Recognition and Intervention via Multimodal Physiological Signals and Large Language Models, Information Fusion, (2025).

17. Jun Huang, Huijuan Dong, Xin Liu, Na Li, Jing Zhu, Xiaowei Li, Bin Hu*, Modeling forbidden ordinal transition patterns in multi-span ordinal transition networks: From probabilistic analysis to system determinism, Chaos, Solitons & Fractals, 200(2025), 117013.

18. Qinglin Zhao, Lixin Zhang, Haojie Zhang, Hua Jiang, Kunbo Cui, Zhongqing Wu, Jingyu Liu, Mingqi Zhao, Fuze Tian, Bin Hu*, LSNN Model: a Lightweight Spiking Neural Network-Based Depression Classification Model for Wearable EEG Sensors, IEEE Transactions on Mobile Computing, (2025).

19. Lu Zhang, Peng Xu, Zhijun Yao, Xinyan Zhang, Juan Wang, Bin Hu*, Gang Feng, Hong Peng, Fusing spatio-temporal information using supervised local low-rank correlation embedding for depression recognition, Neurocomputing, (2025), 131350.

20. Haojie Zhang, Fuze Tian, Yang Tan, Lin Shen, Enze Li, Jiedong Ma, Jingyu Liu, Kun Qian, Jing Li, Bin Hu*, Yoshiharu Yamamoto, Björn W Schuller, Towards Practical Colorectal Cancer Diagnosis: A Bowel Sound-Based System with Portable Sensor and On-Board Lightweight AI Model, IEEE Internet of Things Journal, (2025).

21. Guoping Gao, Wendi Guo, Junjie Xia, Xuan Wang, Jinghang Dong, Bin Hu*, Design of a Circularly Polarized Wearable SIW Antenna Applied to Off‐Body Communication Mode, Microwave and Optical Technology Letters, 67(9)(2025), e70371.

22. Qilin Li, Tong Zhang, CL Philip Chen, Xiaowei Zhang, Bin Hu*, DGC-Link: Dual-Gate Chebyshev Linkage Network on EEG Emotion Recognition, IEEE Transactions on Affective Computing, (2025).

23. Qinglin Zhao, Lixin Zhang, Qi Pan, Kunbo Cui, Mingqi Zhao, Fuze Tian, Bin Hu*, An On-Board Executable Pareto-Based Iterated Local Search Algorithm for Embedded Multi-Core Processor Task Scheduling, IEEE Transactions on Computers, (2025).

24. Ziru Weng, Zilin Guo, Yujie Gao, Weihao Zheng, Yongfeng Tao, Bin Hu*, Minqiang Yang, Multi-Scale Temporal-Frequency Attention Network Based on Ocular Imaging for Depression Detection, IEEE Journal of Biomedical and Health Informatics, (2025).

25. Letian Wang, Yanbing Zhu, Xiaohua Wan, Yiming Zhang, Shuang Feng, Chang Li, Jinrui Hou, Yifei Wei, Fa Zhang, Bin Hu*, Rapid Identification of Critical States in Complex Biological Processes Based on Single-Sample Community Detection, Tsinghua Science and Technology, (2025).

26. Jintao Wang, Gen Lu, Yujie Gao, Bin Hu*, Minqiang Yang, Enhancing UAV Human-Machine Interaction with Multimodal Behavioral Data: A Gaze-Posture Synergistic Approach, IEEE Transactions on Consumer Electronics, (2025).

27. Chang Li, Shuang Feng, Letian Wang, Jinrui Hou, Xiaohua Wan, Fa Zhang, Bin Hu*, Graph-Based Multimodal Fusion Framework with Correlation-Aware Learning for Alzheimer’s Disease Prediction, Big Data Mining and Analytics, (2025).

28. Weizhuang Kong, Zihao Zhang, Jing Zhu, Yizhou Li, Xiaowei Li, Bin Hu*, Event-Related Potential Extraction Workflow Based on Kernel Density Estimation, Neurocomputing, (2025), 131425.

29. Jianghong Zhu, Zhenwen Zhang, Zepeng Li, Bin Hu*, Integrating clinical anxiety scales with pre-trained language models for anxiety recognition on social media, Health Information Science and Systems, 13(1)(2025), 56.

30. Weihao Zheng, Jialong Li, Songyu Yang, Xiang Fu, Yalin Wang, Zhijun Yao, Minqiang Yang, Bin Hu*, Subtyping autism spectrum disorder using multimodal multilayer hypergraphs, IEEE Transactions on Affective Computing, (2025).

31. Qi Sun, Shuming Zhong, Tongtong Li, Ziyang Zhao, Shunkai Lai, Yiliang Zhang, Pan Chen, Ying Wang, Yanbin Jia, Zhijun Yao, Bin Hu*, Subgraph entropy based network approaches for classifying bipolar disorder from resting-state magnetoencephalography, Cerebral Cortex, 35(7)(2025), 182.

32. Hele Liu, Jinzhou Zhu, Jitao Zhong, Shi Qiao, Lu Zhang, Jiangang Li, Bin Hu*, Sujie Ma, Hong Peng, Exploring functional near-infrared spectroscopy and transfer learning for discriminating major depressive disorder and generalized anxiety disorder, Biomedical Signal Processing and Control, 110(2025), 108070.

33. Kai Li, Tongtong Li, Lei Zhang, Junfeng Mao, Xuerong Shi, Zhijun Yao, Lei Fang, Bin Hu*, MI2A: A Multimodal Information Interaction Architecture for Automated Diagnosis of Lung Nodules Using PET/CT Imaging, IEEE Sensors Journal, (2025).

34. Chen Xu, Tian Lan, Yu Ji, Changlong Yu, Wei Wang, Jun Gao, Qunxi Dong, Kun Qian, Piji Li, Wei Bi, Bin Hu*, DECIDER: A Dual-System Rule-Controllable Decoding Framework for Language Generation, IEEE Transactions on Knowledge and Data Engineering, (2025).

35. Chao Ren, Jinbo Chen, Rui Li, Yijiang Chen, Tianzhi Wang, Weihao Zheng, Xiaowei Zhang, Bin Hu*, Hierarchical Feature Distillation Model via Dual-Stage Projections and Graph Embedding Label Propagation for Emotion Recognition, Pattern Recognition, (2025), 112143.

36. Yingying She, Fang Liu, Baorong Yang, Bin Hu*, Converging Real and Virtual: Embodied Intelligence-Driven Immersive VR Biofeedback for Brain Health Modulation, IEEE Transactions on Computational Social Systems, 12(3)(2025), 938-946.

37. Qinglin Zhao, Kunbo Cui, Lixin Zhang, Zhongqing Wu, Hua Jiang, Mingqi Zhao, Bin Hu*, Identifying and predicting EEG microstates with sequence-to-sequence deep learning models for online applications, Journal of Neural Engineering, (2025).

38. Minqiang Yang, Zhichao Yang, Zhaolong Ning, Hao Shen, Chengsheng Mao, Changsheng Ma, Bin Hu*, Echoes of Empathy: A Symbiotic IoT-Based Emotion Feedback Framework for Psychological Interventions via Large Language Model, IEEE Internet of Things Journal, (2025).

39. Kai Zheng, Chengcheng Zheng, Lixian Zhu, Bihai Yang, Xiaokun Jin, Su Wang, Zikai Song, Jingyu Liu, Yan Xiong, Fuze Tian, Ran Cai, Bin Hu*, Machine Learning Enabled Reusable Adhesion, Entangled Network-Based Hydrogel for Long-Term, High-Fidelity EEG Recording and Attention Assessment, Nano-Micro Letters, 17(1)(2025), 1-16.

40. Zhigang Li, Jingyu Liu, Mengkai Sun, Fa Zhang, Bin Hu*, Qunxi Dong, Similarity-guided multi-view functional brain network fusion, Medical Image Analysis, (2025), 103632.

41. Yanan Zhang, Chen Xu, Kexin Zhu, Yu Ma, Kang Wang, Haoran Gao, Jian Shen, Bin Hu*, New Paradigm for Intelligent Mental Health: A Synergistic Framework Integrating Large Language Models and Virtual Standardized Patients, IEEE Transactions on Computational Social Systems, 12(2)(2025), 464-472.

42. Minqiang Yang, Ye Bai, Weihao Zheng, Bin Hu*, Privacy-Conscious Internet Behavior for Depression Detection with Cross-Scale Adaptive Transformer, IEEE Journal of Biomedical and Health Informatics, (2025).

43. Jian Shen, Jinwen Wu, Yanan Zhang, Kexin Zhu, Kang Wang, Wenbo Hu, Kechen Hou, Kun Qian, Xiaowei Zhang, Bin Hu*, MF2-Net: Exploring a Meta-Fuzzy Multimodal Fusion Network for Depression Recognition, IEEE Transactions on Fuzzy Systems, (2025).

44. Jianghong Zhu, Zhenwen Zhang, Zepeng Li, Bin Hu*, Anxiety recognition based on multimodal social media data and cross-attention mechanism, Neurocomputing, (2025), 130473.

45. Zhenyu Liu, Bohua Zhao, Yi Ding, Jiahang Chen, Haibo Zhang, Jiaqian Yuan, Bin Hu*, Depression Recognition by Fuzzy Learning of Facial Movements Based on Graph Neural Networks, IEEE Transactions on Fuzzy Systems, (2025).

46. Guoping Gao, Wendi Guo, Lijun Jin, Jiming Bai, Dan Wang, Bin Hu*, Compact Dual‐Band and Dual‐Circularly Polarized Stacked Antenna With Capacitive Feeding, Microwave and Optical Technology Letters, 65(5)(2025), e70231.

47. Kun Qian, Haojie Zhang, Xin Jing, Bin Hu*, Yoshiharu Yamamoto, Björn W Schuller, Foundation models for digital mental health: igniting the dawn, Medicine Plus, (2025), 100085.

48. Mi Li, Yanbo Chen, Zeying Lu, Fan Ding, Bin Hu*, ADED: Method and Device for Automatically Detecting Early Depression Using Multi-Modal Physiological Signals Evoked and Perceived via Various Emotional Scenes in Virtual Reality, IEEE Transactions on Instrumentation and Measurement, (2025).

49. Mi Li, Junzhe Li, Yanbo Chen, Bin Hu*, Stress Severity Detection in College Students Using Emotional Pulse Signals and Deep Learning, IEEE Transactions on Affective Computing, (2025).

50. Jun Huang, Xin Liu, Yizhou Li, Na Li, Jing Zhu, Xiaowei Li, Bin Hu*, Composite multi-span amplitude-aware ordinal transition network: Fine-grained representation and quantification of complex system time series, Chaos, Solitons & Fractals, 197(2025), 116487.

51. Lixian Zhu, Su Wang, Xiaokun Jin, Kai Zheng, Jian Zhang, Shuting Sun, Fuze Tian, Ran Cai, Bin Hu*, MDH-NAS: Accelerating EEG Signal Classification with Mixed-Level Differentiable and Hardware-Aware Neural Architecture Search, IEEE Internet of Things Journal, (2025).

52. Lin Shen, Haojie Zhang, Cuiping Zhu, Ruobing Li, Kun Qian, Fuze Tian, Bin Hu*, Björn W Schuller, Yoshiharu Yamamoto, Enhancing Emotion Regulation in Mental Disorder Treatment: An AIGC-based Closed-Loop Music Intervention System, IEEE Transactions on Affective Computing, (2025).

53. Lixian Zhu, Rui Wang, Xiaokun Jin, Yuwen Li, Fuze Tian, Ran Cai, Kun Qian, Xiping Hu, Bin Hu*, Yoshiharu Yamamoto, Börn W Schuller, Explainable Depression Classification Based on EEG Feature Selection from Audio Stimuli, IEEE Transactions on Neural Systems and Rehabilitation Engineering, (2025).

54. Xihang Qiu, Wanyong Qiu, Ye Zhang, Kun Qian, Chun Li, Bin Hu*, Björn W Schuller, Yoshiharu Yamamoto, FedKDC: Consensus-Driven Knowledge Distillation for Personalized Federated Learning in EEG-Based Emotion Recognition, IEEE Journal of Biomedical and Health Informatics, (2025).

55. Minqiang Yang, Minghui Ni, Tongxu Su, Wei Zhou, Yingying She, Weihao Zheng, Bin Hu*, Body Posture based Detection of Autism Spectrum Disorder in Children, IEEE Sensors Journal, (2025).

56. Jian Shen, Lechun You, Yu Ma, Zeguang Zhao, Huajian Liang, Yanan Zhang, Bin Hu*, UA-DAAN: An Uncertainty-aware Dynamic Adversarial Adaptation Network for EEG-based Depression Recognition, IEEE Transactions on Affective Computing, (2025).

57. Minqiang Yang, Yueze Liu, Yongfeng Tao, Bin Hu*, Spike Memory Transformer: An Energy-Efficient Model in Distributed Learning Framework for Autonomous Depression Detection, IEEE Internet of Things Journal, (2025).

58. Qinglin Zhao, Kunbo Cui, Hua Jiang, Zhongqing Wu, Lixin Zhang, Mingqi Zhao, Bin Hu*, Prefrontal Internal Event‐Driven Analysis of Dynamical Electroencephalographic Biomarkers in Depression During Emotional Auditory Task, CNS Neuroscience & Therapeutics, 31(4)(2025), e70382.

59. GuopPing Gao, Lijun Jin, Jinming Bai, Wendi Guo, Benkai Zhang, Bin Hu*, A Coplanar Non‐Uniform Metasurface Antenna With Low‐Profile and Wideband for Wearable Applications, Microwave and Optical Technology Letters, 67(3)(2025), e70170.

60. Xin Chen, Lin Liu, Huan Mei, Zhendong Jiang, Wei Yan, Le Shi, Xiaoxing Liu, Kai Yuan, Yanhua Zhang, Xiaoyu Luo, Liguo Zhang, Yimiao Zhao, Shuilin Wu, Bailin Chen, Jiaqian Yuan, Zhenyu Liu, Hanshu Cai, Shiqiu Meng, Jie Shi, Xiangyou Li, Bin Hu*, Jiahui Deng, Lin Lu, Yanping Bao, Efficiency evaluation and facial expressions biomarker of light therapy in youths with subthreshold depression: A randomized control trial study, Journal of Affective Disorders, 380(2025), 357-365.

61. Minqiang Yang, Edith CH Ngai, Xiping Hu, Bin Hu*, Jiangchuan Liu, Erol Gelenbe, Victor CM Leung, Digital Phenotyping and Feature Extraction on Smartphone Data for Depression Detection, Proceedings of the IEEE, (2025).

62. Jun Huang, Huijuan Dong, Na Li, Yizhou Li, Jing Zhu, Xiaowei Li, Bin Hu*, Amplitude-sensitive permutation entropy: A novel complexity measure incorporating amplitude variation for physiological time series, Chaos, 35(3)(2025).

63. Haojie Zhang, Fuze Tian, Yang Tan, Lin Shen, Jingyu Liu, Jie Liu, Kun Qian, Yalei Han, Gong Su, Bin Hu*, Björn W Schuller, Yoshiharu Yamamoto, An AI-assisted All-in-one Integrated Coronary Artery Disease Diagnosis System Using a Portable Heart Sound Sensor with an On-board Executable Lightweight Model, IEEE Transactions on Mobile Computing, (2025).

64. Guoping Gao, Lijun Jin, Jinming Bai, Ge Ma, Wendi Guo, Bin Hu*, Tri‐Band Wearable SIW Textile Antenna With Metasurface for Wireless Body Area Network, Microwave and Optical Technology Letters, 67(3)(2025), e70149.

65. Guoping Gao, Jinming Bai, Lijun Jin, Wendi Guo, Ge Ma, Bin Hu*, A Dual-Port MIMO Antenna Decoupling by Common and Differential Mode Cancellation with High Isolation, IEEE Antennas and Wireless Propagation Letters, (2025).

66. Guoping Gao, Jinming Bai, Lijun Jin, Ge Ma, Dan Wang, Shichen Wang, Bin Hu*, Wearable Circularly Polarized SIW Antenna for Off-body Communications, IEEE Antennas and Wireless Propagation Letters, (2025).

67. Zijiang Yang, Meishu Song, Xin Jing, Haojie Zhang, Kun Qian, Bin Hu*, Kota Tamada, Toru Takumi, Björn W Schuller, Yoshiharu Yamamoto, MAD-UV: The 1st INTERSPEECH Mice Autism Detection via Ultrasound Vocalization Challenge, arXiv preprint arXiv:2501.04292, (2025).

68. Tongxu Su, Minqiang Yang, Wei Zhou, Yongfeng Tao, Minghui Ni, Weihao Zheng, Bin Hu*, Joint probabilistic modeling analysis of head and eye behaviors in autism spectrum disorder children based on a social interaction paradigm, Biomedical Signal Processing and Control, 106(2025), 107669.

69. Zhenyu Liu, Bailin Chen, Shimao Zhang, Jiaqian Yuan, Yang Wu, Hanshu Cai, Xin Chen, Lin Liu, Yimiao Zhao, Huan Mei, Jiahui Deng, Yanping Bao, Bin Hu*, MPDRM: A Multi-Scale Personalized Depression Recognition Model via facial movements, Neurocomputing, (2025), 129669.

70. Qiangli Dong, Xiaotong Li, Qin Zhang, Yumeng Ju, Mei Liao, Jing Zhu, Rui Li, Zhijun Yao, Yan Zhang, Bin Hu*, Weihao Zheng, Aberrant functional gradient of thalamo-cortical circuitry in major depressive disorder and generalized anxiety disorder, Journal of Affective Disorders, (2025).

71. Huayu Chen, Junxiang Li, Huanhuan He, Jing Zhu, Shuting Sun, Xiaowei Li, Bin Hu*, Toward the Construction of Affective Brain-Computer Interface: A Systematic Review, ACM Computing Surveys, 57(6)(2025), 1-56.

72. Shi Qiao, Jitao Zhong, Lu Zhang, Hele Liu, Jiangang Li, Hong Peng, Bin Hu*, Robust semi-supervised extraction of information using functional near-infrared spectroscopy for diagnosing depression, Biomedical Signal Processing and Control, 105(2025), 107571.

73. Jiandong Yu, Tongtong Li, Xuerong Shi, Ziyang Zhao, Miao Chen, Yu Zhang, Junyu Wang, Zhijun Yao, Lei Fang, Bin Hu*, ETMO-NAS: An efficient two-step multimodal one-shot NAS for lung nodules classification, Biomedical Signal Processing and Control, 104(2025), 107479.

74. Xuesong Liu, Shanshan Qu, Gang Luo, Chang Yan, Dixin Wang, Na Chu, Fuze Tian, Jing Zhu, Xiaowei Li, Shuting Sun, Bin Hu*, A generalized depression recognition framework based on cross-center and cross-task EEG signals, Biomedical Signal Processing and Control, 104(2025), 107492.

75. Shuyan Zhang, Jingtan Li, Lin Shen, Zhonghao Zhao, Minjun Lee, Kun Qian, Naidi Sun, Bin Hu*, Structure and oxygen saturation recovery of sparse photoacoustic microscopy images by deep learning, Photoacoustics, 42(2025), 100687.

76. Jing Zhu, Yuanlong Li, Changlin Yang, Hanshu Cai, Xiaowei Li, Bin Hu*, Transformer-based fusion model for mild depression recognition with EEG and pupil area signals, Medical & Biological Engineering & Computing, (2025), 1-17.

77. Weizhuang Kong, Zhe Sun, Jing Zhu, Lingjiang Li, Guanru Wang, Xuexiao Shao, Xiaowei Li, Bin Hu*, Alterations in temporal-spatial brain entropy in treatment-resistant depression treated with nitrous oxide: Evidence from resting-state EEG, Clinical Neurophysiology, (2025).

78. Ziwen Sun, Jian Kang, Kun Qian, Björn W Schuller, Bin Hu*, Creating Healthier Living Environments: The Role of Soundscapes in Promoting Mental Health and Well-Being, IEEE Transactions on Computational Social Systems, 12(1)(2025), 2-10.

79. Guoping Gao, Jinming Bai, Lijun Jin, Wendi Guo, Ge Ma, Bin Hu*, A Compact Dual Port Circularly Polarized MIMO Antenna for On-/Off-Body WBAN Applications, IEEE Antennas and Wireless Propagation Letters, (2025).

80. Dehua Liu, Bin Hu*, A Novel Framework for Whole-Slide Pathological Image Classification Based on the Cascaded Attention Mechanism, Sensors, 25(3), 2025, 726.

81. Changqin Huang, Fan Jiang, Zhongmei Han, Xiaodi Huang, Shijin Wang, Yanlai Zhu, Yunliang Jiang, Bin Hu*, Modeling Fine-Grained Relations in Dynamic Space-Time Graphs for Video-Based Facial Expression Recognition, IEEE Transactions on Affective Computing, (2025).

82. Huayu Chen, Junxiang Li, Huanhuan He, Shuting Sun, Jing Zhu, Xiaowei Li, Bin Hu*, VAE-CapsNet: A common emotion information extractor for cross-subject emotion recognition, Knowledge-Based Systems, (2025), 113018.

83. Qunxi Dong, Yuhang Sheng, Junru Zhu, Zhigang Li, Weijia Liu, Jingyu Liu, Yalin Wang, Bin Hu*, Schizophrenia Detection Based on Morphometry of Hippocampus and Amygdala, IEEE Journal of Biomedical and Health Informatics, (2025).

84. Jitao Zhong, Yushan Wu, Hele Liu, Jinlong Chao, Bin Hu*, Sujie Ma, Hong Peng, Soft fusion of channel information in depression detection using functional near-infrared spectroscopy, Information Processing & Management, 62(3)(2025), 104003.

85. Yushan Wu, Jitao Zhong, Lu Zhang, Hele Liu, Shuai Shao, Bin Hu*, Hong Peng, Locality-constrained robust discriminant non-negative matrix factorization for depression detection: An fNIRS study, Neurocomputing, 617(2025), 128887.

86. Haoming Cen, Mingqi Zhao, Kunbo Cui, Fuze Tian, Qinglin Zhao, Bin Hu*, A convolution and attention-based conditional adversarial domain adaptation neural network for emotion recognition using electroencephalography, Biomedical Signal Processing and Control, 100(2025), 106957.

87. Pengfei Hou, Xiaowei Li, Jing Zhu, Bin Hu*, A lightweight convolutional transformer neural network for EEG-based depression recognition, Biomedical Signal Processing and Control, 100(2025), 107112.

88. Shanshan Qu, Dixin Wang, Chang Yan, Na Chu, Zhigang Li, Gang Luo, Huayu Chen, Xuesong Liu, Xuan Zhang, Qunxi Dong, Xiaowei Li, Shuting Sun, Bin Hu*, Depression recognition using high-order generalized multilayer brain functional network fused with EEG multi-domain information, Information Fusion, 114(2025), 102723.

89. Na Chu, Dixin Wang, Shanshan Qu, Chang Yan, Gang Luo, Xuesong Liu, Xiping Hu, Jing Zhu, Xiaowei Li, Shuting Sun, Bin Hu*, Stable construction and analysis of MDD modular networks based on multi-center EEG data, Progress in Neuro-Psychopharmacology and Biological Psychiatry, 136(2025), 111149.

90. Zepeng Li, Nengneng Ding, Chenhui Liang, Shuo Cao, Minyu Zhai, Rikui Huang, Zhenwen Zhang, Bin Hu*, A semi-supervised framework fusing multiple information for knowledge graph entity alignment, Expert Systems with Applications, 259(2025), 125282.