Huan Liu

Associate Professor, Xi'an Jiaotong University

Joined

November 2023

Names

Huan Liu (Preferred)

Emails

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

Personal Links

Career & Education History

Associate Professor

Xi'an Jiaotong University (xjtu.edu.cn)

2023 – 2026

Assistant Professor

Xi'an Jiaotong University (xjtu.edu.cn)

2020 – 2023

Advisors, Relations & Conflicts

PhD Advisor

Qinghua Zheng

2013 – 2020

Expertise

Multi-agent collaboration

2025 – Present

Reasoning LLMs

2025 – Present

EEG-based emotion recognition

2021 – Present

Publications

MIND-EEG: Multi-Granularity Integration Network With Discrete Codebook for EEG-Based Emotion Recognition
Yuzhe Zhang, Chengxi Xie, Huan Liu, Yuhan Shi, Guanjian Liu, Dalin Zhang
- IEEE Trans. Affect. Comput. 2026
- Readers: Everyone
AGT: Robust and Stabilized LLM Unlearning via Adversarial Gating Training with Adaptive Orthogonality
Pengyu Li, Lingling Zhang, Zhitao Gao, Yanrui Wu, Yuxuan Dong, Huan Liu, Bifan Wei, Jun Liu
- CoRR 2026
- Readers: Everyone
LibEER: A Comprehensive Benchmark and Algorithm Library for EEG-Based Emotion Recognition
Huan Liu, Shusen Yang, Yuzhe Zhang, Mengze Wang, Fanyu Gong, Chengxi Xie, Guanjian Liu, Zejun Liu, Yongjin Liu, Bao-Liang Lu, Dalin Zhang
- IEEE Trans. Affect. Comput. 2025
- Readers: Everyone
A Unified Optimal Transport Framework for Cross-Modal Retrieval With Noisy Labels
Haochen Han, Minnan Luo, Huan Liu, Fang Nan, Jun Liu
- IEEE Trans. Neural Networks Learn. Syst. 2025
- Readers: Everyone
LLM-Enhanced Multi-Teacher Knowledge Distillation for Modality-Incomplete Emotion Recognition in Daily Healthcare
Yuzhe Zhang, Huan Liu, Yang Xiao, Mohammed Amoon, Dalin Zhang, Di Wang, Shusen Yang, Chai Quek
- IEEE J. Biomed. Health Informatics 2025
- Readers: Everyone
A Low-Rank Matching Attention Based Cross-Modal Feature Fusion Method for Conversational Emotion Recognition
Yuntao Shou, Huan Liu, Xiangyong Cao, Deyu Meng, Bo Dong
- IEEE Trans. Affect. Comput. 2025
- Readers: Everyone
Masked contrastive graph representation learning for age estimation
Yuntao Shou, Xiangyong Cao, Huan Liu, Deyu Meng
- Pattern Recognit. 2025
- Readers: Everyone
MIND-EEG: Multi-granularity Integration Network with Discrete Codebook for EEG-based Emotion Recognition
Yuzhe Zhang, Chengxi Xie, Huan Liu, Yuhan Shi, Dalin Zhang
- CoRR 2025
- Readers: Everyone
A Multi-Label EEG Dataset for Mental Attention State Classification in Online Learning
Huan Liu, Yuzhe Zhang, Guanjian Liu, Xinxin Du, Haochong Wang, Dalin Zhang
- ICASSP 2025
- Readers: Everyone
Self-Supervised EEG Representation Learning for Robust Emotion Recognition
Huan Liu, Yuzhe Zhang, Xuxu Chen, Dalin Zhang, Rui Li, Tao Qin
- ACM Trans. Sens. Networks 2024
- Readers: Everyone

View all 46 publications

Co-Authors

View all 104 co-authors