Xiaowei Zhang

Full Professor, School of Information Science & Engineering, Lanzhou University

Joined

May 2024

Names

Xiaowei Zhang (Preferred)

Emails

****@lzu.edu.cn (Confirmed)

Personal Links

DBLP

ORCID

Career & Education History

Full Professor

School of Information Science & Engineering, Lanzhou University (lzu.edu.cn)

2021 – Present

Advisors, Relations & Conflicts

PhD Advisor

Bin Hu

2010 – 2016

Expertise

multimodal fusion

Present

computational neuroscience

Present

affective computing

2010 – Present

deep learning

2010 – Present

Publications

FDDGNet: An information bottleneck-inspired feature disentanglement network for cross-subject EEG-based emotion recognition
Yikun Yang, Lifei Duan, Kechen Hou, Zhongfeng Kang, Xiaowei Zhang, Bin Hu
- Neurocomputing 2026
- Readers: Everyone
Hierarchical feature distillation model via dual-stage projections and graph embedding label propagation for emotion recognition
Chao Ren, Jinbo Chen, Rui Li, Yijiang Chen, Tianzhi Wang, Weihao Zheng, Xiaowei Zhang, Bin Hu
- Pattern Recognit. 2026
- Readers: Everyone
DGC-Link: Dual-Gate Chebyshev Linkage Network on EEG Emotion Recognition
Qilin Li, Tong Zhang, C. L. Philip Chen, Xiaowei Zhang, Bin Hu
- IEEE Trans. Affect. Comput. 2025
- Readers: Everyone
Mitigating Confounding Effects in Causal Discovery via Time-lagged Backdoor Pathways
Tianzhi Wang, Wenjie Yuan, Xuejuan Zhang, Shuangyan Wang, Xiaowei Zhang, Bin Hu
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
MF$^{2}$-Net: Exploring a Meta-Fuzzy Multimodal Fusion Network for Depression Recognition
Jian Shen, Jinwen Wu, Yanan Zhang, Kexin Zhu, Kang Wang, Wenbo Hu, Kechen Hou, Kun Qian, Xiaowei Zhang, Bin Hu
- IEEE Trans. Fuzzy Syst. 2025
- Readers: Everyone
Discovery of Shared Latent Nonlinear Effective Connectivity for EEG-Based Depression Detection
Wenjie Yuan, Xiaowei Zhang, Xuejuan Zhang, Shuangyan Wang, Tianzhi Wang, Tong Zhang, Qinglin Zhao, Bin Hu
- IEEE Trans. Neural Networks Learn. Syst. 2025
- Readers: Everyone
Dynamic Alignment and Fusion of Multimodal Physiological Patterns for Stress Recognition
Xiaowei Zhang, Xiangyu Wei, Zhongyi Zhou, Qiqi Zhao, Sipo Zhang, Yikun Yang, Rui Li, Bin Hu
- IEEE Trans. Affect. Comput. 2024
- Readers: Everyone
Dual-Path TokenLearner for Remote Photoplethysmography-Based Physiological Measurement With Facial Videos
Wei Qian, Dan Guo, Kun Li, Xiaowei Zhang, Xilan Tian, Xun Yang, Meng Wang
- IEEE Trans. Comput. Soc. Syst. 2024
- Readers: Everyone
Emotion Recognition From Multimodal Physiological Signals via Discriminative Correlation Fusion With a Temporal Alignment Mechanism
Kechen Hou, Xiaowei Zhang, Yikun Yang, Qiqi Zhao, Wenjie Yuan, Zhongyi Zhou, Sipo Zhang, Chen Li, Jian Shen, Bin Hu
- IEEE Trans. Cybern. 2024
- Readers: Everyone
Discriminative Joint Knowledge Transfer With Online Updating Mechanism for EEG-Based Emotion Recognition
Xiaowei Zhang, Zhongyi Zhou, Qiqi Zhao, Kechen Hou, Xiangyu Wei, Sipo Zhang, Yikun Yang, Yanmeng Cui
- IEEE Trans. Comput. Soc. Syst. 2024
- Readers: Everyone

View all 49 publications

Co-Authors

View all 104 co-authors