Zhijie Ding

23 papers A 1B 1C 2Journal 14Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
A text-based emotional pattern discrepancy aware model for enhanced generalization in depression detection.
Inf. Process. Manag.
Haibo Zhang, Zhenyu Liu, Yang Wu, Jiaqian Yuan, Gang Li, Zhijie Ding, Bin Hu
2026 J jnl
LLM-based semantic integration of stimulus-response pairs for depression detection in interview scenarios.
Expert Syst. Appl.
Zhenyu Liu, Jiahang Chen, Bo Chen, Bohua Zhao, Haibo Zhang, Gang Li, Zhijie Ding, Bin Hu
2025 J jnl
Stimulus-Response Pattern: The Core of Robust Cross-Stimulus Facial Depression Recognition.
IEEE Trans. Affect. Comput.
Zhenyu Liu, Shimao Zhang, Bailin Chen, Gang Li, Qiongqiong Chen, Zhijie Ding, Xin Zhang, Bin Hu
2024 J jnl
NeuroPpred-SHE: An interpretable neuropeptides prediction model based on selected features from hand-crafted features and embeddings of T5 model.
Comput. Biol. Medicine
Jian Wen, Zhijie Ding, Zhuoyu Wei, Hongwei Xia, Yong Zhang, Xiaolei Zhu
2024 J jnl
Stimulus-Response Patterns: The Key to Giving Generalizability to Text-Based Depression Detection Models.
IEEE J. Biomed. Health Informatics
Zhenyu Liu, Yang Wu, Haibo Zhang, Gang Li, Zhijie Ding, Bin Hu
2023 A conf
A Visually Interpretable Convolutional-Transformer Model for Assessing Depression from Facial Images.
ICME
Yutong Li, Zhenyu Liu, Gang Li, Qiongqiong Chen, Zhijie Ding, Xiping Hu, Bin Hu
2023 J jnl
Combining Informative Regions and Clips for Detecting Depression from Facial Expressions.
Cogn. Comput.
Xiaoyan Yuan, Zhenyu Liu, Qiongqiong Chen, Gang Li, Zhijie Ding, Zixuan Shangguan, Bin Hu
2023 J jnl
Depression recognition base on acoustic speech model of Multi-task emotional stimulus.
Biomed. Signal Process. Control.
Yujuan Xing, Zhenyu Liu, Qiongqiong Chen, Gang Li, Zhijie Ding, Lei Feng, Bin Hu
2022 J jnl
2-level hierarchical depression recognition method based on task-stimulated and integrated speech features.
Biomed. Signal Process. Control.
Yujuan Xing, Zhenyu Liu, Gang Li, Zhijie Ding, Bin Hu
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
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 — conf
Summary of MIMO System Signal Detection Algorithms Under Deep Learning.
AIPR
Dongming Xu, Zhijie Ding, Yu Cheng
2020 C conf
A Novel Bimodal Fusion-based Model for Depression Recognition.
HealthCom
Zhenyu Liu, Dongyu Wang, Zhijie Ding, Qiongqiong Chen
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
Time-frequency Analysis Based on Hilbert-Huang Transform for Depression Recognition in Speech.
BIBM
Zhenyu Liu, Yaping Xu, Zhijie Ding, Qiongqiong Chen
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
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 J jnl
A Pervasive Approach to EEG-Based Depression Detection.
Complex.
Hanshu Cai, Jiashuo Han, Yunfei Chen, Xiaocong Sha, Ziyang Wang, Bin Hu, Jing Yang, Lei Feng, Zhijie Ding, Yiqiang Chen, Jürg Gutknecht
2018 — conf
A novel study for MDD detection through task-elicited facial cues.
BIBM
Jinlong Li, Zhenyu Liu, Zhijie Ding, Gangping Wang
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
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
2017 — conf
Predicting MCI progression with individual metabolic network based on longitudinal FDG-PET.
BIBM
Yu Zhao, Zhijun Yao, Weihao Zheng, Jing Yang, Zhijie Ding, Mi Li, Shengfu Lu
2017 J jnl
Subject-independent emotion recognition based on physiological signals: a three-stage decision method.
BMC Medical Informatics Decis. Mak.
Jing Chen, Bin Hu, Yue Wang, Philip Moore, Yongqiang Dai, Lei Feng, Zhijie Ding