avatar

Xiaojian Yuan
(袁孝健)

Ph.D. Student
University of Science and Technology of China (USTC)
xjyuan (at) mail.ustc.edu.cn


About Me

I am a Ph.D. student in School of Cyber Science and Technology, University of Science and Technology of China (USTC), supervised by Prof. Weiming Zhang and Prof. Nenghai Yu. I also collaborate closely with Dr. Kejiang Chen. Before that, I got my B.Eng. in Information Security from China University of Mining and Technology (CUMT).

My research interest is Trustworthy AI. Recently, I mainly focus on LLM Safety.

Experience

Education

News

Preprint

  1. Arxiv
    A Closer Look at Machine Unlearning for Large Language Models
    Xiaojian Yuan, Tianyu Pang, Chao Du, Kejiang Chen, Weiming Zhang, Min Lin.
    Preprin.
    Arxiv Code

Publications

  1. TIFS 2024
    Silent Guardian: Protecting Text from Malicious Exploitation by Large Language Models
    Jiawei Zhao, Kejiang Chen, Xiaojian Yuan, Yuang Qi, Weiming Zhang, Nenghai Yu.
    IEEE Transactions on Information Forensics & Security (TIFS), 2024.
    Arxiv Code Cite
  2. AAAI 2024
    Data-Free Hard-Label Robustness Stealing Attack
    Xiaojian Yuan, Kejiang Chen, Wen Huang, Jie Zhang, Weiming Zhang, Nenghai Yu
    Proceedings of the 38th AAAI Conference on Artificial Intelligence (AAAI), 2024.
    Arxiv Code Cite
  3. AAAI 2023
    Pseudo Label-Guided Model Inversion Attack via Conditional Generative Adversarial Network
    Xiaojian Yuan, Kejiang Chen, Jie Zhang, Weiming Zhang, Nenghai Yu, Yang Zhang
    Proceedings of the 37th AAAI Conference on Artificial Intelligence (AAAI), 2023.
    Arxiv Code Cite Oral Presentation

Competitions

Honors & Awards