Wenjie Yuan

PhD student, School of Information Science and Engineering, Lanzhou University

Joined

May 2025

Names

Wenjie Yuan (Preferred)

Emails

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

Personal Links

DBLP

ORCID

Career & Education History

PhD student

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

2022 – 2026

Advisors, Relations & Conflicts

PhD Advisor

Xiaowei Zhang

Present

Expertise

causality analysis

Present

deep learning

Present

Publications

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- ICLR 2026 Conference Withdrawn Submission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
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
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
STSNet: a novel spatio-temporal-spectral network for subject-independent EEG-based emotion recognition
Rui Li, Chao Ren, Sipo Zhang, Yikun Yang, Qiqi Zhao, Kechen Hou, Wenjie Yuan, Xiaowei Zhang, Bin Hu
- Health Inf. Sci. Syst. 2023
- Readers: Everyone
STLDA: A Spatiotemporal Linear Discriminant Analysis for Single-trial ERP-based Depression Recognition
Yuhan Shi, Nan Zhao, Wenjie Yuan, Qiqi Zhao, Xiaowei Zhang, Bin Hu
- BIBM 2023
- Readers: Everyone
A personality-guided affective brain - computer interface for implementation of emotional intelligence in machines
Shaojie Li, Wei Li, Zejian Xing, Wenjie Yuan, Xiangyu Wei, Xiaowei Zhang, Bin Hu
- Frontiers Inf. Technol. Electron. Eng. 2022
- Readers: Everyone

Wenjie Yuan

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

Mitigating Confounding Effects in Causal Discovery via Time-lagged Backdoor Pathways

Discovery of Shared Latent Nonlinear Effective Connectivity for EEG-Based Depression Detection

Emotion Recognition From Multimodal Physiological Signals via Discriminative Correlation Fusion With a Temporal Alignment Mechanism

STSNet: a novel spatio-temporal-spectral network for subject-independent EEG-based emotion recognition

STLDA: A Spatiotemporal Linear Discriminant Analysis for Single-trial ERP-based Depression Recognition

A personality-guided affective brain - computer interface for implementation of emotional intelligence in machines

Co-Authors