Xiaowei Li

60 papers B 2C 2Journal 39Unranked 17
YearRankTypeTitle / Venue / Authors
2026 J jnl
Hybrid Source Selection Fusion Domain-Invariant Attention for Cross-Subject Emotion Recognition.
IEEE Trans. Affect. Comput.
Gang Luo, Yao Zou, Shuaiyi Xu, Wei Zhang, Lixian Zhu, Fuze Tian, Na Chu, Kun Qian, Xiaowei Li, Jingxin Liu, Shuting Sun, Bin Hu
2026 J jnl
Quantifying Emotional Patterns for EEG-Based Emotion Recognition: An Interpretable Study on EEG Individual Differences.
IEEE Trans. Affect. Comput.
Huayu Chen, Xiaowei Li, Xuexiao Shao, Huanhuan He, Junxiang Li, Jing Zhu, Shuting Sun, Bin Hu
2025 J jnl
A generalized depression recognition framework based on cross-center and cross-task EEG signals.
Biomed. Signal Process. Control.
Xuesong Liu, Shanshan Qu, Gang Luo, Chang Yan, Dixin Wang, Na Chu, Fuze Tian, Jing Zhu, Xiaowei Li, Shuting Sun, Bin Hu
2025 J jnl
A lightweight convolutional transformer neural network for EEG-based depression recognition.
Biomed. Signal Process. Control.
Pengfei Hou, Xiaowei Li, Jing Zhu, Bin Hu
2025 J jnl
Depression recognition using high-order generalized multilayer brain functional network fused with EEG multi-domain information.
Inf. Fusion
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
2025 J jnl
Event-related potential extraction workflow based on kernel density estimation.
Neurocomputing
Weizhuang Kong, Zihao Zhang, Jing Zhu, Yizhou Li, Xiaowei Li, Bin Hu
2025 J jnl
GCD-JFSE: Graph-based class-domain knowledge joint feature selection and ensemble learning for EEG-based emotion recognition.
Knowl. Based Syst.
Gang Luo, Yutong Han, Weichu Xie, Fuze Tian, Lixian Zhu, Kun Qian, Xiaowei Li, Shuting Sun, Bin Hu
2025 J jnl
IMGWOFS: A Feature Selector With Trade-Off Between Conflict Objectives for EEG-Based Emotion Recognition.
IEEE Trans. Affect. Comput.
Gang Luo, Shuting Sun, Chang Yan, Shanshan Qu, Dixin Wang, Na Chu, Xuesong Liu, Fuze Tian, Kun Qian, Xiaowei Li, Bin Hu
2025 J jnl
Improving depression diagnosis using a brain module-based weighted hypergraph convolutional network framework.
Neurocomputing
Na Li, Ziyi Wang, Zhenwen Zhang, Jun Huang, Jing Zhu, Xiaowei Li, Bin Hu
2025 J jnl
Toward the Construction of Affective Brain-Computer Interface: A Systematic Review.
ACM Comput. Surv.
Huayu Chen, Junxiang Li, Huanhuan He, Jing Zhu, Shuting Sun, Xiaowei Li, Bin Hu
2025 J jnl
Transformer-based fusion model for mild depression recognition with EEG and pupil area signals.
Medical Biol. Eng. Comput.
Jing Zhu, Yuanlong Li, Changlin Yang, Hanshu Cai, Xiaowei Li, Bin Hu
2025 J jnl
VAE-CapsNet: A common emotion information extractor for cross-subject emotion recognition.
Knowl. Based Syst.
Huayu Chen, Junxiang Li, Huanhuan He, Shuting Sun, Jing Zhu, Xiaowei Li, Bin Hu
2024 J jnl
A Study of Major Depressive Disorder Based on Resting-State Multilayer EEG Function Network.
IEEE Trans. Comput. Soc. Syst.
Shuting Sun, Shanshan Qu, Chang Yan, Gang Luo, Xuesong Liu, Qunxi Dong, Xiaowei Li
2024 J jnl
Achieving EEG-based depression recognition using Decentralized-Centralized structure.
Biomed. Signal Process. Control.
Xuexiao Shao, Ming Ying, Jing Zhu, Xiaowei Li, Bin Hu
2024 — conf
Nitrous oxide therapy-induced changes in brain modules of treatment-resistant depression: a randomized controlled study.
BIBM
Na Li, Ziyi Wang, Jun Huang, Shuting Sun, Jing Zhu, Xiaowei Li, Bin Hu
2023 J jnl
A hybrid SVM and kernel function-based sparse representation classification for automated epilepsy detection in EEG signals.
Neurocomputing
Quanhong Wang, Weizhuang Kong, Jitao Zhong, Zhengyang Shan, Juan Wang, Xiaowei Li, Hong Peng, Bin Hu
2023 J jnl
Aberrant Static and Dynamic Functional Brain Network in Depression Based on EEG Source Localization.
IEEE ACM Trans. Comput. Biol. Bioinform.
Xiangbin Lin, Weizhuang Kong, Jianxiu Li, Xuexiao Shao, Changting Jiang, Ruilan Yu, Xiaowei Li, Bin Hu
2023 J jnl
Altered Brain Dynamics and Their Ability for Major Depression Detection Using EEG Microstates Analysis.
IEEE Trans. Affect. Comput.
Jianxiu Li, Nan Li, Xuexiao Shao, Junhao Chen, Yanrong Hao, Xiaowei Li, Bin Hu
2023 — conf
Attention Fusion and Abnormal Brain Topology Neural Network for Mild Depression Recognition.
BIBM
Liangliang Liu, Jing Zhu, Shuting Sun, Xiaowei Li, Guanru Wang, Bin Hu
2023 J jnl
Clustering-Fusion Feature Selection Method in Identifying Major Depressive Disorder Based on Resting State EEG Signals.
IEEE J. Biomed. Health Informatics
Shuting Sun, Huayu Chen, Gang Luo, Chang Yan, Qunxi Dong, Xuexiao Shao, Xiaowei Li, Bin Hu
2023 — conf
EEG-Based Depression Recognition Using Convolutional Neural Network with FFT and EMD.
BIBM
Jing Zhu, Xiaowei Li, Pengfei Hou, Bin Hu, Xin Zhang
2023 J jnl
Effective Connectivity Based EEG Revealing the Inhibitory Deficits for Distracting Stimuli in Major Depression Disorders.
IEEE Trans. Affect. Comput.
Jianxiu Li, Yanrong Hao, Wei Zhang, Xiaowei Li, Bin Hu
2023 J jnl
Mutual Information Based Fusion Model (MIBFM): Mild Depression Recognition Using EEG and Pupil Area Signals.
IEEE Trans. Affect. Comput.
Jing Zhu, Changlin Yang, Xiannian Xie, Shiqing Wei, Yizhou Li, Xiaowei Li, Bin Hu
2023 J jnl
Personal-Zscore: Eliminating Individual Difference for EEG-Based Cross-Subject Emotion Recognition.
IEEE Trans. Affect. Comput.
Huayu Chen, Shuting Sun, Jianxiu Li, Ruilan Yu, Nan Li, Xiaowei Li, Bin Hu
2022 J jnl
Content-based multiple evidence fusion on EEG and eye movements for mild depression recognition.
Comput. Methods Programs Biomed.
Jing Zhu, Shiqing Wei, Xiannian Xie, Changlin Yang, Yizhou Li, Xiaowei Li, Bin Hu
2022 J jnl
EEG based depression recognition using improved graph convolutional neural network.
Comput. Biol. Medicine
Jing Zhu, Changting Jiang, Junhao Chen, Xiangbin Lin, Ruilan Yu, Xiaowei Li, Bin Hu
2022 — conf
Hybrid fusion model based on DBN and secondary classifier: Multimodal mild depression recognition using EEG and eye movement.
BIBM
Jing Zhu, Xiannian Xie, Changlin Yang, Shiqing Wei, Xiaowei Li, Bin Hu
2022 J jnl
Weight-based Channel-model Matrix Framework: a reasonable solution for EEG-based cross-dataset emotion recognition.
CoRR
Huayu Chen, Huanhuan He, Shuting Sun, Jianxiu Li, Xuexiao Shao, Junxiang Li, Xiaowei Li, Bin Hu
2020 — conf
A functional network study of patients with mild depression based on source location.
BIBM
Yun Zhang, Tao Gong, Shuting Sun, Jianxiu Li, Jing Zhu, Xiaowei Li
2020 J jnl
A study of resting-state EEG biomarkers for depression recognition.
CoRR
Shuting Sun, Jianxiu Li, Huayu Chen, Tao Gong, Xiaowei Li, Bin Hu
2020 C conf
Attention Bias in Emotional Conflict in Major Depression Disorder: An Eye Tracking Study.
HealthCom
Jing Zhu, Tao Gong, Zihan Wang, Chen Xia, Zhijie Ding, Xiaowei Li
2020 — conf
EEG Based Depression Recognition by Combining Functional Brain Network and Traditional Biomarkers.
BIBM
Shuting Sun, Huayu Chen, Xuexiao Shao, Liangliang Liu, Xiaowei Li, Bin Hu
2020 — conf
EEG-based mild depression recognition using multi-kernel convolutional and spatial-temporal Feature.
BIBM
Yongheng Fan, Ruilan Yu, Jianxiu Li, Jing Zhu, Xiaowei Li
2020 J jnl
MODMA dataset: a Multi-model Open Dataset for Mental-disorder Analysis.
CoRR
Hanshu Cai, 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, Xiping Hu, Bin Hu
2019 J jnl
Depression recognition using machine learning methods with different feature generation strategies.
Artif. Intell. Medicine
Xiaowei Li, Xin Zhang, Jing Zhu, Wandeng Mao, Shuting Sun, Zihan Wang, Chen Xia, Bin Hu
2019 J jnl
EEG-Based Mild Depressive Detection Using Differential Evolution.
IEEE Access
Yalin Li, Bin Hu, Xiangwei Zheng, Xiaowei Li
2019 J jnl
EEG-based mild depression recognition using convolutional neural network.
Medical Biol. Eng. Comput.
Xiaowei Li, Rong La, Ying Wang, Junhong Niu, Shuai Zeng, Shuting Sun, Jing Zhu
2019 — conf
Modelling Mental States via Computational Psychophysiology: Benefits and Challenges.
HCC
Weihao Zheng, Hanshu Cai, Zhijun Yao, Xiaowei Zhang, Xiaowei Li, Bin Hu
2019 J jnl
Multivariate Pattern Analysis of EEG-Based Functional Connectivity: A Study on the Identification of Depression.
IEEE Access
Hong Peng, Chen Xia, Zihan Wang, Jing Zhu, Xin Zhang, Shuting Sun, Jianxiu Li, Xiaoning Huo, Xiaowei Li
2019 — conf
Toward Depression Recognition Using EEG and Eye Tracking: An Ensemble Classification Model CBEM.
BIBM
Jing Zhu, Zihan Wang, Shuai Zeng, Xiaowei Li, Bin Hu, Xin Zhang, Chen Xia, Lan Zhang, Zhijie Ding
2018 — conf
A Study on Depression Detection Using Eye Tracking.
HCC
Shuai Zeng, Junhong Niu, Jing Zhu, Xiaowei Li
2018 J jnl
Attention Recognition in EEG-Based Affective Learning Research Using CFS+KNN Algorithm.
IEEE ACM Trans. Comput. Biol. Bioinform.
Bin Hu, Xiaowei Li, Shuting Sun, Martyn Ratcliffe
2018 J jnl
Attentional bias in MDD: ERP components analysis and classification using a dot-probe task.
Comput. Methods Programs Biomed.
Xiaowei Li, Jianxiu Li, Bin Hu, Jing Zhu, Xuemin Zhang, Liuqing Wei, Ning Zhong, Mi Li, Zhijie Ding, Jing Yang, Lan Zhang
2018 J jnl
Facial expression awareness based on multi-scale permutation entropy of EEG.
Int. J. Data Min. Bioinform.
Xiaofeng Liu, Bin Hu, Xiangwei Zheng, Xiaowei Li
2018 — conf
Resting State EEG Based Depression Recognition Research Using Deep Learning Method.
BI
Wandeng Mao, Jing Zhu, Xiaowei Li, Xin Zhang, Shuting Sun
2017 J jnl
A Resting-State Brain Functional Network Study in MDD Based on Minimum Spanning Tree Analysis and the Hierarchical Clustering.
Complex.
Xiaowei Li, Zhuang Jing, Bin Hu, Jing Zhu, Ning Zhong, Mi Li, Zhijie Ding, Jing Yang, Lan Zhang, Lei Feng, Dennis Majoe
2016 — conf
An EEG-based study on coherence and brain networks in mild depression cognitive process.
BIBM
Xiaowei Li, Zhuang Jing, Bin Hu, Shuting Sun
2016 B conf
Classification study on eye movement data: Towards a new approach in depression detection.
CEC
Xiaowei Li, Tong Cao, Shuting Sun, Bin Hu, Martyn Ratcliffe
2016 — conf
EEG Topography and Tomography (sLORETA) in Analysis of Abnormal Brain Region for Mild Depression.
BIH
Xiaowei Li, Tong Cao, Bin Hu, Shuting Sun, Jianxiu Li
2016 J jnl
EEG-based mild depressive detection using feature selection methods and classifiers.
Comput. Methods Programs Biomed.
Xiaowei Li, Bin Hu, Shuting Sun, Hanshu Cai
2016 — conf
Exploring User Mobile Shopping Activities Based on Characteristic of Eye-Tracking.
HCC
Jing Zhu, Xue Han, Rong Ma, Xiaowei Li, Tong Cao, Shuting Sun, Bin Hu
2015 J jnl
A study on EEG-based brain electrical source of mild depressed subjects.
Comput. Methods Programs Biomed.
Xiaowei Li, Bin Hu, Tingting Xu, Ji Shen, Martyn Ratcliffe
2015 J jnl
Mild Depression Detection of College Students: an EEG-Based Solution with Free Viewing Tasks.
J. Medical Syst.
Xiaowei Li, Bin Hu, Ji Shen, Tingting Xu, Martyn Ratcliffe
2014 — conf
A Study on Attention Allocation of Psychological Distress Students Based on Eye Movement Data Analysis.
HCC
Bing Li, Bin Hu, Xiaowei Li, Juan Rao, Manman Wang, Hanshu Cai
2013 — conf
A Pervasive Stress Monitoring System Based on Biological Signals.
IIH-MSP
Guoqing Zhao, Bin Hu, Xiaowei Li, Chengsheng Mao, Rui Huang
2013 B conf
A study on visual attention modeling - A linear regression method based on EEG.
IJCNN
Qunxi Dong, Bin Hu, Jianyuan Zhang, Xiaowei Li, Martyn Ratcliffe
2010 C conf
EEG: A Way to Explore Learner's Affect in Pervasive Learning Systems.
GPC
Jizheng Wan, Bin Hu, Xiaowei Li
2010 J jnl
Improve Affective Learning with EEG Approach.
Comput. Informatics
Xiaowei Li, Qinglin Zhao, Bin Hu, Li Liu, Hong Peng, Yanbing Qi, Chengsheng Mao, Zheng Fang, Quanying Liu
2010 J jnl
Semi-Supervised Learning for Personalized Web Recommender System.
Comput. Informatics
Tingshao Zhu, Bin Hu, Jingzhi Yan, Xiaowei Li
2009 — conf
Towards affective learning with an EEG feedback approach.
MTDL@MM
Xiaowei Li, Bin Hu, Tingshao Zhu, Jingzhi Yan, Fang Zheng