Huadi Zheng

Researcher, Hong Kong Science and Technology Park

Joined

November 2023

Names

Huadi Zheng (Preferred)

Emails

****@huawei.com (Confirmed)

,

****@connect.polyu.hk (Confirmed)

Personal Links

Career & Education History

Researcher

Hong Kong Science and Technology Park (hkstp.org)

2021 – Present

PhD student

Hong Kong Polytechnic University (connect.polyu.hk)

2016 – 2021

Advisors, Relations & Conflicts

PhD Advisor

2016 – 2021

Expertise

Trustworthy AI

2016 – Present

Speech

2015 – 2016

Publications

Decision Potential Surface: A Theoretical and Practical Approximation of LLM's Decision Boundary
Zi Liang, Zhiyao Wu, HaoYang Shang, Yulin Jin, Qingqing Ye, Huadi Zheng, Peizhao Hu, Haibo Hu
- Submitted to ICLR 2026
- Readers: Everyone
Unlearning Isn't Deletion: Investigating Reversibility of Machine Unlearning in LLMs
Xiaoyu Xu, Xiang Yue, Yang Liu, Qingqing Ye, Huadi Zheng, Peizhao Hu, Minxin Du, Haibo Hu
- Submitted to ICLR 2026
- Readers: Everyone
SilentStriker: Toward Stealthy Bit-Flip Attacks on Large Language Models
HAOTIAN XU, Qingsong Peng, Jie Shi, Huadi Zheng, YU LI, Cheng Zhuo
- NeurIPS 2025 poster
- Readers: Everyone
A Sample-Level Evaluation and Generative Framework for Model Inversion Attacks
Haoyang LI, Li Bai, Qingqing Ye, Haibo Hu, Yaxin Xiao, Huadi Zheng, Jianliang Xu
- OpenReview Archive Direct Upload
- Readers: Everyone
MER-Inspector: Assessing Model Extraction Risks from An Attack-Agnostic Perspective
Xinwei Zhang, Haibo Hu, Qingqing Ye, Li Bai, Huadi Zheng
- WWW 2025 Poster
- Readers: Everyone

Co-Authors