Zhenyu Liu

36 papers A 2B 1C 2Journal 20Unranked 11
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
Depression Recognition by Fuzzy Learning of Facial Movements Based on Graph Neural Networks.
IEEE Trans. Fuzzy Syst.
Zhenyu Liu, Bohua Zhao, Yi Ding, Jiahang Chen, Haibo Zhang, Jiaqian Yuan, Bin Hu
2025 J jnl
MPDRM: A Multi-Scale Personalized Depression Recognition Model via facial movements.
Neurocomputing
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
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
Multi Fine-Grained Fusion Network for Depression Detection.
ACM Trans. Multim. Comput. Commun. Appl.
Li Zhou, Zhenyu Liu, Yutong Li, Yuchi Duan, Huimin Yu, Bin Hu
2024 J jnl
PIE: A Personalized Information Embedded model for text-based depression detection.
Inf. Process. Manag.
Yang Wu, Zhenyu Liu, Jiaqian Yuan, Bailin Chen, Hanshu Cai, Lin Liu, Yimiao Zhao, Huan Mei, Jiahui Deng, Yanping Bao, Bin Hu
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
A radius-incorporated localized multiple kernel learning algorithm for detecting depression in speech.
Int. J. Speech Technol.
Haihua Jiang, Bin Hu, Zhenyu Liu, Gang Wang, Lan Zhang
2023 — conf
An Automatic Depression Detection Method with Cross-Modal Fusion Network and Multi-head Attention Mechanism.
PRCV (5)
Yutong Li, Juan Wang, Zhenyu Liu, Li Zhou, Haibo Zhang, Cheng Tang, Xiping Hu, Bin Hu
2023 J jnl
CAIINET: Neural network based on contextual attention and information interaction mechanism for depression detection.
Digit. Signal Process.
Li Zhou, Zhenyu Liu, Xiaoyan Yuan, Zixuan Shangguan, Yutong Li, 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
2023 A conf
JAMFN: Joint Attention Multi-Scale Fusion Network for Depression Detection.
INTERSPEECH
Li Zhou, Zhenyu Liu, Zixuan Shangguan, Xiaoyan Yuan, Yutong Li, Bin Hu
2023 J jnl
PRA-Net: Part-and-Relation Attention Network for depression recognition from facial expression.
Comput. Biol. Medicine
Zhenyu Liu, Xiaoyan Yuan, Yutong Li, Zixuan Shangguan, Li Zhou, 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
Event-Based Bias Correction of the GPM IMERG V06 Product by Random Forest Method over Mainland China.
Remote. Sens.
Zhenyu Liu, Haowen Hou, Lanhui Zhang, Bin Hu
2021 J jnl
Undisturbed Mental State Assessment in the 5G Era: A Case Study of Depression Detection Based on Facial Expressions.
IEEE Wirel. Commun.
Minqiang Yang, Yu Ma, Zhenyu Liu, Hanshu Cai, Xiping Hu, Bin Hu
2020 C conf
A Behaviour Patterns Extraction Method for Recognizing Generalized Anxiety Disorder.
HealthCom
Minqiang Yang, Jingsheng Tang, Yushan Wu, Zhenyu Liu, Xiping Hu, Bin Hu
2020 C conf
A Novel Bimodal Fusion-based Model for Depression Recognition.
HealthCom
Zhenyu Liu, Dongyu Wang, Zhijie Ding, Qiongqiong Chen
2020 J jnl
A Novel Decision Tree for Depression Recognition in Speech.
CoRR
Zhenyu Liu, Dongyu Wang, Lan Zhang, Bin Hu
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
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 — conf
Deep Neural Networks for Depression Recognition Based on Facial Expressions Caused by Stimulus Tasks.
ACII Workshops
Weitong Guo, Hongwu Yang, Zhenyu Liu
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
Detecting Depression Using an Ensemble Logistic Regression Model Based on Multiple Speech Features.
Comput. Math. Methods Medicine
Haihua Jiang, Bin Hu, Zhenyu Liu, Gang Wang, Lan Zhang, Xiaoyu Li, Huanyu Kang
2017 — conf
Detecting Depression in Speech Under Different Speaking Styles and Emotional Valences.
BI
Zhenyu Liu, Bin Hu, Xiaoyu Li, Fei Liu, Gang Wang, Jing Yang
2017 — conf
Detecting depression in speech: Comparison and combination between different speech types.
BIBM
Hailiang Long, Zhenghao Guo, Xia Wu, Bin Hu, Zhenyu Liu, Hanshu Cai
2017 — conf
Ensemble-based depression detection in speech.
BIBM
Zhenyu Liu, Changcong Li, Xiang Gao, Gang Wang, Jing Yang
2017 J jnl
Investigation of different speech types and emotions for detecting depression using different classifiers.
Speech Commun.
Haihua Jiang, Bin Hu, Zhenyu Liu, Lihua Yan, Tianyang Wang, Fei Liu, Huanyu Kang, Xiaoyu Li
2017 — conf
Speech pause time: A potential biomarker for depression detection.
BIBM
Zhenyu Liu, Huanyu Kang, Lei Feng, Lan Zhang
2016 — conf
Assessing stress levels via speech using three reading patterns.
BIBM
Zhenyu Liu, Lihua Yan, Tianyang Wang, Bin Hu, Fei Liu
2016 — conf
Evaluation of Depression Severity in Speech.
BIH
Zhenyu Liu, Bin Hu, Fei Liu, Huanyu Kang, Xiaoyu Li, Lihua Yan, Tianyang Wang
2015 B conf
Detection of depression in speech.
ACII
Zhenyu Liu, Bin Hu, Lihua Yan, Tianyang Wang, Fei Liu, Xiaoyu Li, Huanyu Kang
2015 — conf
Feature selection and classification of speech under long-term stress.
BIBM
Bin Hu, Zhenyu Liu, Lihua Yan, Tianyang Wang, Fei Liu, Xiaoyu Li, Huanyu Kang