Hui Xue

Principal Researcher, Security Department, Alibaba Group

Joined

February 2020

Names

Hui Xue (Preferred)

Hui Xue'

Emails

****@alibaba-inc.com (Confirmed)

Personal Links

Homepage

Career & Education History

Principal Researcher

Security Department, Alibaba Group (alibaba-inc.com)

2009 – Present

PhD student

Optical Electronic, Zhejiang University (zju.edu.cn)

2004 – 2009

Advisors, Relations & Conflicts

Coworker

Ranjie Duan

2020 – 2024

Expertise

AI Safety& Security

2000 – 2024

Publications

Why Steering Works: Toward a Unified View of Language Model Parameter Dynamics
Ziwen Xu, Chenyan WU, Hengyu Sun, Haiwen Hong, Mengru Wang, Yunzhi Yao, Longtao Huang, Hui Xue, Shumin Deng, Zhixuan Chu, Huajun Chen, Ningyu Zhang
- ICLR 2026 Trustworthy AI
- Readers: Everyone
Vulcan: Crafting Compact Class-Specific Vision Transformers For Edge Intelligence
Ziteng Wei, Qiang He, Feifei Chen, Ranjie Duan, Xiaodan Li, Bin Li, YueFeng Chen, Hui Xue, Hai Jin, Yun Yang
- ICLR 2026 Poster
- Readers: Everyone
Strata-Sword: A Hierarchical Safety Evaluation towards LLMs based on Reasoning Complexity of Jailbreak Instructions
Shiji Zhao, Ranjie Duan, Jiexi Liu, Xiaojun Jia, Fengxiang Wang, Ruoxi Cheng, Yong xie, Cheng Wei, Yitong Sun, Chang Liu, Qing Guo, Jialing Tao, Hui Xue, Xingxing Wei
- Submitted to ICLR 2026
- Readers: Everyone
PlugGuard: A Streaming Safeguard for Large Models via Latent Dynamics-Guided Risk Detection
Xiaodan Li, Mengjie Wu, Yao Zhu, Yunna Lv, YueFeng Chen, Cen Chen, Jianmei Guo, Hui Xue
- Submitted to ICLR 2026
- Readers: Everyone
Thought Purity: A Defense Framework For Chain-of-Thought Attack
Zihao Xue, Zhen Bi, Long Ma, Zhenlin Hu, Yan Wang, Zhenfang Liu, Qing Shen, YueFeng Chen, Hui Xue, Jie Xiao, Jungang Lou
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Curvature-Aware Residual Prediction for Stable and Faithful Diffusion Transformer Acceleration Under Large Sampling Intervals
Bukun Huang, Benlei Cui, Zhizeng Ye, Xuemei Dong, Songlin Yang, Yihang Bao, Hui Xue, Longtao Huang, Haiwen Hong, Jingqun Tang
- Submitted to ICLR 2026
- Readers: Everyone
Incremental Graph Classification by Class Prototype Construction and Augmentation
Yixin Ren, Li Ke, Dong Li, Hui Xue, Zhao Li, Shuigeng Zhou
- OpenReview Archive Direct Upload
- Readers: Everyone
Towards the Resistance of Neural Network Fingerprinting to Fine-tuning
Ling Tang, YueFeng Chen, Hui Xue, Quanshi Zhang
- NeurIPS 2025 poster
- Readers: Everyone
AIR: A Systematic Analysis of Annotations, Instructions, and Response Pairs in Preference Dataset
Bingxiang He, Wenbin Zhang, Jiaxi Song, Cheng Qian, Zixuan Fu, Bowen Sun, Ning Ding, Haiwen Hong, Longtao Huang, Hui Xue, Ganqu Cui, Wanxiang Che, Zhiyuan Liu, Maosong Sun
- COLM 2025
- Readers: Everyone
Modularized Self-Reflected Video Reasoner for Multimodal LLM with Application to Video Question Answering
Zihan Song, Xin Wang, Zi Qian, Hong Chen, Longtao Huang, Hui Xue, Wenwu Zhu
- ICML 2025 poster
- Readers: Everyone

View all 31 publications

Co-Authors

View all 145 co-authors