1. others/unlearncanvas.png
    UnlearnCanvas: Stylized Image Dataset for Enhanced Machine Unlearning Evaluation in Diffusion Models
    Yihua Zhang, Chongyu Fan, Yimeng Zhang, and 8 more authors
    In arXiv 2402.11846, Jun 2024
  2. others/advunlearn.png
    Defensive Unlearning with Adversarial Training for Robust Concept Erasure in Diffusion Models
    Yimeng Zhang, Xin Chen, Jinghan Jia, and 6 more authors
    In arxiv 2405.15234, May 2024
  3. worstcase_eccv24/worstcase.png
    Challenging Forgets: Unveiling the Worst-Case Forget Sets in Machine Unlearning
    Chongyu Fan, Jiancheng Liu, Alfred Hero, and 1 more author
    In arxiv 2403.07362, Mar 2024


  1. salun_iclr24/salun.png
    SalUn: Empowering Machine Unlearning via Gradient-based Weight Saliency in Both Image Classification and Generation
    Chongyu Fan, Jiancheng Liu, Yihua Zhang, and 3 more authors
    In arxiv 2310.12508, Oct 2023