Yule Liu
Hong Kong University of Science and Technology (Guangzhou)

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 |
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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
- Quantized Delta Weight Is Safety KeeperarXiv preprint arXiv:2411.19530, 2024
- On the Generalization Ability of Machine-Generated Text DetectorsarXiv preprint arXiv:2412.17242, 2024
- Jailbreak attacks and defenses against large language models: A surveyarXiv preprint arXiv:2407.04295, 2024
- PEFTGuard: Detecting Backdoor Attacks Against Parameter-Efficient Fine-TuningIEEE Symposium on Security and Privacy (On coming), 2024