Yule Liu

Hong Kong University of Science and Technology (Guangzhou)

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I am a PhD student in DSA Thrust of the Information Hub at Hong Kong University of Science and Technology (Guangzhou) advised by Prof. Xinlei He . I am interested in pursuing the convergence of beautiful theory and practical methodology in the security and privacy aspects of large lannguage models. Previously, I received my bachelor’s degree at ShanghaiTech University, advised by Prof. Jie Zheng and Prof. Jingyi Yu.

news

Jul 14, 2024 Check our new survey for jailbreak Jailbreak Attacks and Defenses Against Large Language Models: A Survey
May 24, 2024 Our paper GENNDTI: Drug-target interaction prediction using graph neural network enhanced by router nodes get accepted by JHBI (IF=7.7).
Mar 25, 2024 Check my new framework for link predition DBLP: Boosting GNN in link prediction via its decoder
Mar 01, 2024 I received the Ph.D offer from HKUST(GZ).

selected publications

  1. 1bit.png
    Quantized Delta Weight Is Safety Keeper
    Yule Liu, Zhen Sun, Xinlei He, and 1 more author
    arXiv preprint arXiv:2411.19530, 2024
  2. mgt2.png
    On the Generalization Ability of Machine-Generated Text Detectors
    Yule Liu, Zhiyuan Zhong, Yifan Liao, and 8 more authors
    arXiv preprint arXiv:2412.17242, 2024
  3. survey.png
    Jailbreak attacks and defenses against large language models: A survey
    Sibo Yi, Yule Liu, Zhen Sun, and 5 more authors
    arXiv preprint arXiv:2407.04295, 2024
  4. peftguard.png
    PEFTGuard: Detecting Backdoor Attacks Against Parameter-Efficient Fine-Tuning
    Zhen Sun, Tianshuo Cong, Yule Liu, and 5 more authors
    IEEE Symposium on Security and Privacy (On coming), 2024