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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 am also a Visiting Scholar at the CX Group, LTI, CMU, under the guidance of Professor Chenyan Xiong.

My research focuses on Data-Centric AI and AI Safety.

Previously, I had the privilege of collaborating with Tianyu Pang, Chao Du, Qian Liu, and Min Lin at Sea AI Lab.

My email address is [email protected].

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  1. sail-sg/Cheating-LLM-Benchmarks sail-sg/Cheating-LLM-Benchmarks Public

    [SafeGenAi @ NeurIPS 2024] Cheating Automatic LLM Benchmarks: Null Models Achieve High Win Rates

    Jupyter Notebook 53

  2. sail-sg/regmix sail-sg/regmix Public

    🧬 RegMix: Data Mixture as Regression for Language Model Pre-training

    Jupyter Notebook 87 4

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

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

    Python 43 7

  4. 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 86 12

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

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

    Jupyter Notebook 22 3

  6. memorization memorization Public

    An Empirical Study of Memorization in NLP (ACL 2022)

    Jupyter Notebook 13