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a-F1/README.md

Hi there 👋

This is Chongyu Fan (樊翀宇) !

I am a second-year PhD student in Computer Science at Michigan State University advised by Prof.Sijia Liu. My research focuses on trustworthy and efficient algorthms, including machine unlearning and efficient reasoning.

Visit my homepage for more information. Feel free to reach out to me via email for collaboration!

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  1. OPTML-Group/Unlearn-Saliency OPTML-Group/Unlearn-Saliency Public

    [ICLR24 (Spotlight)] "SalUn: Empowering Machine Unlearning via Gradient-based Weight Saliency in Both Image Classification and Generation" by Chongyu Fan*, Jiancheng Liu*, Yihua Zhang, Eric Wong, D…

    Python 126 26

  2. OPTML-Group/Unlearn-WorstCase OPTML-Group/Unlearn-WorstCase Public

    [ECCV24] "Challenging Forgets: Unveiling the Worst-Case Forget Sets in Machine Unlearning" by Chongyu Fan*, Jiancheng Liu*, Alfred Hero, Sijia Liu

    Python 22 2

  3. OPTML-Group/UnlearnCanvas OPTML-Group/UnlearnCanvas Public

    [NeurIPS 2024 D&B Track] UnlearnCanvas: A Stylized Image Dataset to Benchmark Machine Unlearning for Diffusion Models by Yihua Zhang, Chongyu Fan, Yimeng Zhang, Yuguang Yao, Jinghan Jia, Jiancheng …

    Python 73 2

  4. OPTML-Group/Unlearn-Simple OPTML-Group/Unlearn-Simple Public

    "Simplicity Prevails: Rethinking Negative Preference Optimization for LLM Unlearning" by Chongyu Fan*, Jiancheng Liu*, Licong Lin*, Jinghan Jia, Ruiqi Zhang, Song Mei, Sijia Liu

    Python 30 9

  5. OPTML-Group/Unlearn-Smooth OPTML-Group/Unlearn-Smooth Public

    [ICML25] Official repo for "Towards LLM Unlearning Resilient to Relearning Attacks: A Sharpness-Aware Minimization Perspective and Beyond"

    Python 9

  6. OPTML-Group/CyclicReflex OPTML-Group/CyclicReflex Public

    "CyclicReflex: Improving Large Reasoning Models via Cyclical Reflection Token Scheduling" by Chongyu Fan, Yihua Zhang, Jinghan Jia, Alfred Hero, Sijia Liu

    Python 4