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xszheng2020/README.md

Hi there 👋 I'm Xiaosen Zheng.

I am a Ph.D. student in Computer Science at the Singapore Management University supervised by Professor Jing Jiang.

I research Interpretability (Data-Centric) and Safety.

I am fortunate to work with Tianyu Pang, Chao Du, and Qian Liu.

My email address is [email protected].

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  1. sail-sg/regmix sail-sg/regmix Public

    [arXiv 2024] RegMix: Data Mixture as Regression for Language Model Pre-training

    Jupyter Notebook 28

  2. sail-sg/I-FSJ sail-sg/I-FSJ Public

    Improved Few-Shot Jailbreaking Can Circumvent Aligned Language Models and Their Defenses (NextGenAISafety @ ICML 2024)

    Python 28 3

  3. sail-sg/Agent-Smith sail-sg/Agent-Smith Public

    [ICML2024] Agent Smith: A Single Image Can Jailbreak One Million Multimodal LLM Agents Exponentially Fast

    Python 63 8

  4. sail-sg/D-TRAK sail-sg/D-TRAK Public

    Intriguing Properties of Data Attribution on Diffusion Models (ICLR 2024)

    Jupyter Notebook 20 2

  5. memorization memorization Public

    An Empirical Study of Memorization in NLP (ACL 2022)

    Jupyter Notebook 13

  6. LLM-TRAK LLM-TRAK Public

    Jupyter Notebook 5