Jian Shen

34 papers B 1Journal 21Unranked 12
YearRankTypeTitle / Venue / Authors
2026 J jnl
EmoSavior: Depression recognition and intervention via multimodal physiological signals and large language models.
Inf. Fusion
Jian Shen, Kexin Zhu, Ruirui Ma, Wenbo Hu, Xiaolin Tan, Nanxi Deng, Xinnan Zhou, Qiyu Liu, Changlong Li, Wentian Xu, Chen Xu, Yanan Zhang, Bin Hu
2026 J jnl
Emotion recognition using multimodal physiological signals through regional to global fusion with a spatial-temporal semantic alignment mechanism.
Inf. Fusion
Jian Shen, Huajian Liang, Ruirui Ma, Yihong Xu, Kexin Zhu, Haoran Gao, Kechen Hou, Yanan Zhang, Xiaowei Zhang, Bin Hu
2026 J jnl
WDANet: Wasserstein Distribution Inspired Dynamic Adversarial Network for EEG-Based Cross-Domain Depression Recognition.
IEEE Trans. Affect. Comput.
Jian Shen, Kang Wang, Zeguang Zhao, Yanan Zhang, Fuze Tian, Xiaowei Zhang, Qunxi Dong, Bin Hu
2025 — conf
Advancing Stress Detection with Chaotic Attractor Informed Synthesis of PPG Signal.
BIBM
Kaiwen Hu, Sipo Zhang, Xiaowei Zhang, Qiqi Zhao, Guangyuan Gao, Tianzhi Wang, Jian Shen, Bin Hu
2025 J jnl
LLM-as-a-Supervisor: Mistaken Therapeutic Behaviors Trigger Targeted Supervisory Feedback.
CoRR
Chen Xu, Zhenyu Lv, Tian Lan, Xianyang Wang, Luyao Ji, Leyang Cui, Minqiang Yang, Jian Shen, Qunxi Dong, Xiuling Liu, Juan Wang, Bin Hu
2025 J jnl
MF$^{2}$-Net: Exploring a Meta-Fuzzy Multimodal Fusion Network for Depression Recognition.
IEEE Trans. Fuzzy Syst.
Jian Shen, Jinwen Wu, Yanan Zhang, Kexin Zhu, Kang Wang, Wenbo Hu, Kechen Hou, Kun Qian, Xiaowei Zhang, Bin Hu
2025 — conf
MS-DAAN: A Multi-Source Dynamic Adversarial Adaptation Network for EEG-Based Depression Recognition.
BIBM
Nanxi Deng, Jian Shen, Kang Wang, Wenbo Hu, Yanan Zhang, Rui Liu, Jingjing Zhou, Qunxi Dong, Bin Hu
2025 J jnl
New Paradigm for Intelligent Mental Health: A Synergistic Framework Integrating Large Language Models and Virtual Standardized Patients.
IEEE Trans. Comput. Soc. Syst.
Yanan Zhang, Chen Xu, Kexin Zhu, Yu Ma, Kang Wang, Haoran Gao, Jian Shen, Bin Hu
2025 J jnl
UA-DAAN: An Uncertainty-Aware Dynamic Adversarial Adaptation Network for EEG-Based Depression Recognition.
IEEE Trans. Affect. Comput.
Jian Shen, Lechun You, Yu Ma, Zeguang Zhao, Huajian Liang, Yanan Zhang, Bin Hu
2025 — conf
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BIBM
Haoran Gao, Shuo Zhang, Chenyang Lu, Zengyu Zhang, Qi Li, Yanan Zhang, Jian Shen, Bin Hu
2024 J jnl
A Novel Intelligence Evaluation Framework: Exploring the Psychophysiological Patterns of Gifted Students.
IEEE Trans. Comput. Soc. Syst.
Jian Shen, Kexin Zhu, Zeguang Zhao, Huajian Liang, Yu Ma, Kun Qian, Yanan Zhang, Qunxi Dong
2024 J jnl
Emotion Recognition From Multimodal Physiological Signals via Discriminative Correlation Fusion With a Temporal Alignment Mechanism.
IEEE Trans. Cybern.
Kechen Hou, Xiaowei Zhang, Yikun Yang, Qiqi Zhao, Wenjie Yuan, Zhongyi Zhou, Sipo Zhang, Chen Li, Jian Shen, Bin Hu
2024 J jnl
HEMAsNet: A Hemisphere Asymmetry Network Inspired by the Brain for Depression Recognition From Electroencephalogram Signals.
IEEE J. Biomed. Health Informatics
Jian Shen, Kunlin Li, Huajian Liang, Zeguang Zhao, Yu Ma, Jinwen Wu, Jieshuo Zhang, Yanan Zhang, Bin Hu
2024 J jnl
Tensor Correlation Fusion for Multimodal Physiological Signal Emotion Recognition.
IEEE Trans. Comput. Soc. Syst.
Jian Shen, Kexin Zhu, Huakang Liu, Jinwen Wu, Kang Wang, Qunxi Dong
2023 J jnl
Correlation Studies of Hippocampal Morphometry and Plasma NFL Levels in Cognitively Unimpaired Subjects.
IEEE Trans. Comput. Soc. Syst.
Qunxi Dong, Zhigang Li, Weijia Liu, Kewei Chen, Yi Su, Jianfeng Wu, Richard J. Caselli, Eric M. Reiman, Yalin Wang, Jian Shen
2023 J jnl
Depression Recognition From EEG Signals Using an Adaptive Channel Fusion Method via Improved Focal Loss.
IEEE J. Biomed. Health Informatics
Jian Shen, Yanan Zhang, Huajian Liang, Zeguang Zhao, Kexin Zhu, Kun Qian, Qunxi Dong, Xiaowei Zhang, Bin Hu
2023 — conf
Explainable Depression Recognition from EEG Signals via Graph Convolutional Network.
BIBM
Jian Shen, Jiaying Chen, Yu Ma, Zheyu Cao, Yanan Zhang, Bin Hu
2023 — conf
Explainable Stuttering Recognition Using Axial Attention.
ICIC (3)
Yu Ma, Yuting Huang, Kaixiang Yuan, Guangzhe Xuan, Yongzi Yu, Hengrui Zhong, Rui Li, Jian Shen, Kun Qian, Bin Hu, Björn W. Schuller, Yoshiharu Yamamoto
2023 J jnl
Network representation learning via improved random walk with restart.
Knowl. Based Syst.
Yanan Zhang, Jian Shen, Ruisheng Zhang, Zhili Zhao
2022 J jnl
An Improved Empirical Mode Decomposition of Electroencephalogram Signals for Depression Detection.
IEEE Trans. Affect. Comput.
Jian Shen, Xiaowei Zhang, Gang Wang, Zhijie Ding, Bin Hu
2022 J jnl
Fundamentals of Computational Psychophysiology: Theory and Methodology.
IEEE Trans. Comput. Soc. Syst.
Bin Hu, Jian Shen, Lixian Zhu, Qunxi Dong, Hanshu Cai, Kun Qian
2022 J jnl
Fusing of Electroencephalogram and Eye Movement With Group Sparse Canonical Correlation Analysis for Anxiety Detection.
IEEE Trans. Affect. Comput.
Xiaowei Zhang, Jing Pan, Jian Shen, Zia Ud Din, Junlei Li, Dawei Lu, Manxi Wu, Bin Hu
2021 J jnl
An Optimal Channel Selection for EEG-Based Depression Detection via Kernel-Target Alignment.
IEEE J. Biomed. Health Informatics
Jian Shen, Xiaowei Zhang, Xiao Huang, Manxi Wu, Jin Gao, Dawei Lu, Zhijie Ding, Bin Hu
2021 J jnl
Emotion Recognition From Multimodal Physiological Signals Using a Regularized Deep Fusion of Kernel Machine.
IEEE Trans. Cybern.
Xiaowei Zhang, Jinyong Liu, Jian Shen, Shaojie Li, Kechen Hou, Bin Hu, Jin Gao, Tong Zhang
2021 J jnl
Fatigue Detection With Covariance Manifolds of Electroencephalography in Transportation Industry.
IEEE Trans. Ind. Informatics
Xiaowei Zhang, Dawei Lu, Jing Pan, Jian Shen, Manxi Wu, Xiping Hu, Bin Hu
2020 — conf
EEG-based Depression Detection Using Convolutional Neural Network with Demographic Attention Mechanism.
EMBC
Xiaowei Zhang, Junlei Li, Kechen Hou, Bin Hu, Jian Shen, Jing Pan
2020 — conf
Spatial-temporal Joint optimization Network on Covariance Manifolds of Electroencephalography for Fatigue Detection.
BIBM
Xiaowei Zhang, Dawei Lu, Jian Shen, Jin Gao, Xiao Huang, Manxi Wu
2019 B conf
Depression Detection from Electroencephalogram Signals Induced by Affective Auditory Stimuli.
ACII
Jian Shen, Xiaowei Zhang, Junlei Li, Yuanxi Li, Lei Feng, Changqing Hu, Zhijie Ding, Gang Wang, Bin Hu
2019 — conf
Individual Similarity Guided Transfer Modeling for EEG-based Emotion Recognition.
BIBM
Xiaowei Zhang, Wenbin Liang, Tingzhen Ding, Jing Pan, Jian Shen, Xiao Huang, Jin Gao
2019 J jnl
Multimodal Depression Detection: Fusion of Electroencephalography and Paralinguistic Behaviors Using a Novel Strategy for Classifier Ensemble.
IEEE J. Biomed. Health Informatics
Xiaowei Zhang, Jian Shen, Zia Ud Din, Jinyong Liu, Gang Wang, Bin Hu
2018 — conf
Emotion Recognition Based on Electroencephalogram Using a Multiple Instance Learning Framework.
ICIC (2)
Xiaowei Zhang, Yue Wang, Shengjie Zhao, Jinyong Liu, Jing Pan, Jian Shen, Tingzhen Ding
2017 — conf
A novel depression detection method based on pervasive EEG and EEG splitting criterion.
BIBM
Jian Shen, Shengjie Zhao, Yuan Yao, Yue Wang, Lei Feng
2017 — conf
Normalized mutual information feature selection for electroencephalogram data based on grassberger entropy estimator.
BIBM
Xiaowei Zhang, Yuan Yao, Manman Wang, Jian Shen, Lei Feng, Bin Hu
2017 — conf
Wearable EEG-Based Real-Time System for Depression Monitoring.
BI
Shengjie Zhao, Qinglin Zhao, Xiaowei Zhang, Hong Peng, Zhijun Yao, Jian Shen, Yuan Yao, Hua Jiang, Bin Hu