Jing Zhu

32 papers C 1Journal 21Unranked 10
YearRankTypeTitle / Venue / Authors
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
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
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
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 — 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
ChatGPT for Computational Social Systems: From Conversational Applications to Human-Oriented Operating Systems.
IEEE Trans. Comput. Soc. Syst.
Fei-Yue Wang, Juanjuan Li, Rui Qin, Jing Zhu, Hong Mo, 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
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
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
2021 J jnl
Federated Control: Toward Information Security and Rights Protection.
IEEE Trans. Comput. Soc. Syst.
Fei-Yue Wang, Jing Zhu, Rui Qin, Xiao Wang, 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 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 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 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 J jnl
Multimodal Mild Depression Recognition Based on EEG-EM Synchronization Acquisition Network.
IEEE Access
Jing Zhu, Ying Wang, Rong La, Jiawei Zhan, Junhong Niu, Shuai Zeng, Xiping 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
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 — 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
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