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ORCIDZhenyu Liu 0006
Person information
- affiliation: Lanzhou University, School of Information Science and Engineering, Lanzhou, China
- affiliation: Lanzhou University, Gansu Provincial Key Laboratory of Wearable Computing, Lanzhou, China
Other persons with the same name
- Zhenyu Liu — disambiguation page
- Zhenyu Liu 0001
![[0000-0002-8816-766X]](https://dblp.dagstuhl.de/img/orcid-mark.12x12.png "0000-0002-8816-766X")
— Tsinghua University, TNList, Beijing, China (and 2 more) - Zhenyu Liu 0002 — Beijing University of Posts and Telecommunications, MOE, Key Laboratory of Universal Wireless Communications, China
- Zhenyu Liu 0003 — Massachusetts Institute of Technology, Laboratory for Information and Decision Systems (LIDS), Cambridge, MA, USA
- Zhenyu Liu 0004 — Beihang University, School of Reliability and Systems Engineering, Beijing, China
- Zhenyu Liu 0005 — Zhejiang University, State Key Lab of CAD & CG, Hangzhou, China (and 1 more)
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2020 – today
- 2025
[j14]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:
MPDRM: A Multi-Scale Personalized Depression Recognition Model via facial movements. Neurocomputing 632: 129669 (2025)- 2024
- [j13]Yang Wu, Zhenyu Liu, Jiaqian Yuan, Bailin Chen, Hanshu Cai, Lin Liu, Yimiao Zhao, Huan Mei, Jiahui Deng, Yanping Bao, Bin Hu:
PIE: A Personalized Information Embedded model for text-based depression detection. Inf. Process. Manag. 61(6): 103830 (2024) - [j12]Zhenyu Liu, Yang Wu, Haibo Zhang, Gang Li, Zhijie Ding, Bin Hu:
Stimulus-Response Patterns: The Key to Giving Generalizability to Text-Based Depression Detection Models. IEEE J. Biomed. Health Informatics 28(8): 4925-4936 (2024) - [j11]Li Zhou, Zhenyu Liu, Yutong Li, Yuchi Duan, Huimin Yu, Bin Hu:
Multi Fine-Grained Fusion Network for Depression Detection. ACM Trans. Multim. Comput. Commun. Appl. 20(8): 257:1-257:23 (2024) - 2023
- [j10]Yujuan Xing, Zhenyu Liu, Qiongqiong Chen, Gang Li, Zhijie Ding, Lei Feng, Bin Hu:
Depression recognition base on acoustic speech model of Multi-task emotional stimulus. Biomed. Signal Process. Control. 85: 104970 (2023) - [j9]Zhenyu Liu, Xiaoyan Yuan, Yutong Li, Zixuan Shangguan, Li Zhou, Bin Hu:
PRA-Net: Part-and-Relation Attention Network for depression recognition from facial expression. Comput. Biol. Medicine 157: 106589 (2023) - [j8]Xiaoyan Yuan, Zhenyu Liu, Qiongqiong Chen, Gang Li, Zhijie Ding, Zixuan Shangguan, Bin Hu:
Combining Informative Regions and Clips for Detecting Depression from Facial Expressions. Cogn. Comput. 15(6): 1961-1972 (2023) - [j7]Li Zhou, Zhenyu Liu, Xiaoyan Yuan, Zixuan Shangguan, Yutong Li, Bin Hu:
CAIINET: Neural network based on contextual attention and information interaction mechanism for depression detection. Digit. Signal Process. 137: 103986 (2023) - [j6]Haihua Jiang, Bin Hu, Zhenyu Liu, Gang Wang, Lan Zhang:
A radius-incorporated localized multiple kernel learning algorithm for detecting depression in speech. Int. J. Speech Technol. 26(on): 371-378 (2023) - [c16]Yutong Li, Zhenyu Liu, Gang Li, Qiongqiong Chen, Zhijie Ding, Xiping Hu, Bin Hu:
A Visually Interpretable Convolutional-Transformer Model for Assessing Depression from Facial Images. ICME 2023: 252-257 - [c15]Li Zhou, Zhenyu Liu, Zixuan Shangguan, Xiaoyan Yuan, Yutong Li, Bin Hu:
JAMFN: Joint Attention Multi-Scale Fusion Network for Depression Detection. INTERSPEECH 2023: 3417-3421 - [c14]Yutong Li, Juan Wang, Zhenyu Liu, Li Zhou, Haibo Zhang, Cheng Tang, Xiping Hu, Bin Hu:
An Automatic Depression Detection Method with Cross-Modal Fusion Network and Multi-head Attention Mechanism. PRCV (5) 2023: 252-264 - 2022
- [j5]Yujuan Xing, Zhenyu Liu, Gang Li, ZhiJie Ding, Bin Hu:
2-level hierarchical depression recognition method based on task-stimulated and integrated speech features. Biomed. Signal Process. Control. 72(Part): 103287 (2022) - [j4]Zhenyu Liu, Haowen Hou, Lanhui Zhang, Bin Hu:
Event-Based Bias Correction of the GPM IMERG V06 Product by Random Forest Method over Mainland China. Remote. Sens. 14(16): 3859 (2022) - 2021
- [j3]Minqiang Yang, Yu Ma, Zhenyu Liu, Hanshu Cai, Xiping Hu, Bin Hu:
Undisturbed Mental State Assessment in the 5G Era: A Case Study of Depression Detection Based on Facial Expressions. IEEE Wirel. Commun. 28(3): 46-53 (2021) - 2020
- [c13]Zhenyu Liu, Yaping Xu, ZhiJie Ding, Qiongqiong Chen:
Time-frequency Analysis Based on Hilbert-Huang Transform for Depression Recognition in Speech. BIBM 2020: 1072-1076 - [c12]Zhenyu Liu, Dongyu Wang, ZhiJie Ding, Qiongqiong Chen:
A Novel Bimodal Fusion-based Model for Depression Recognition. HealthCom 2020: 1-4 - [c11]Minqiang Yang, Jingsheng Tang, Yushan Wu, Zhenyu Liu, Xiping Hu, Bin Hu:
A Behaviour Patterns Extraction Method for Recognizing Generalized Anxiety Disorder. HealthCom 2020: 1-4 - [i2]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:
MODMA dataset: a Multi-model Open Dataset for Mental-disorder Analysis. CoRR abs/2002.09283 (2020) - [i1]Zhenyu Liu, Dongyu Wang, Lan Zhang, Bin Hu:
A Novel Decision Tree for Depression Recognition in Speech. CoRR abs/2002.12759 (2020)
2010 – 2019
- 2019
- [c10]Weitong Guo, Hongwu Yang, Zhenyu Liu:
Deep Neural Networks for Depression Recognition Based on Facial Expressions Caused by Stimulus Tasks. ACII Workshops 2019: 133-139 - 2018
- [j2]Haihua Jiang, Bin Hu, Zhenyu Liu, Gang Wang, Lan Zhang, Xiaoyu Li, Huanyu Kang:
Detecting Depression Using an Ensemble Logistic Regression Model Based on Multiple Speech Features. Comput. Math. Methods Medicine 2018: 6508319:1-6508319:9 (2018) - [c9]Jinlong Li, Zhenyu Liu, Zhijie Ding, Gangping Wang:
A novel study for MDD detection through task-elicited facial cues. BIBM 2018: 1003-1008 - 2017
- [j1]Haihua Jiang, Bin Hu, Zhenyu Liu, Lihua Yan, Tianyang Wang, Fei Liu, Huanyu Kang, Xiaoyu Li:
Investigation of different speech types and emotions for detecting depression using different classifiers. Speech Commun. 90: 39-46 (2017) - [c8]Zhenyu Liu, Changcong Li, Xiang Gao, Gang Wang, Jing Yang:
Ensemble-based depression detection in speech. BIBM 2017: 975-980 - [c7]Hailiang Long, Zhenghao Guo, Xia Wu, Bin Hu, Zhenyu Liu, Hanshu Cai:
Detecting depression in speech: Comparison and combination between different speech types. BIBM 2017: 1052-1058 - [c6]Zhenyu Liu, Huanyu Kang, Lei Feng, Lan Zhang:
Speech pause time: A potential biomarker for depression detection. BIBM 2017: 2020-2025 - [c5]Zhenyu Liu, Bin Hu, Xiaoyu Li, Fei Liu, Gang Wang, Jing Yang:
Detecting Depression in Speech Under Different Speaking Styles and Emotional Valences. BI 2017: 261-271 - 2016
- [c4]Zhenyu Liu, Lihua Yan, Tianyang Wang, Bin Hu, Fei Liu:
Assessing stress levels via speech using three reading patterns. BIBM 2016: 1201-1206 - [c3]Zhenyu Liu, Bin Hu, Fei Liu, Huanyu Kang, Xiaoyu Li, Lihua Yan, Tianyang Wang:
Evaluation of Depression Severity in Speech. BIH 2016: 312-321 - 2015
- [c2]Zhenyu Liu, Bin Hu, Lihua Yan, Tianyang Wang, Fei Liu, Xiaoyu Li, Huanyu Kang:
Detection of depression in speech. ACII 2015: 743-747 - [c1]Bin Hu, Zhenyu Liu, Lihua Yan, Tianyang Wang, Fei Liu, Xiaoyu Li, Huanyu Kang:
Feature selection and classification of speech under long-term stress. BIBM 2015: 904-910
Coauthor Index
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