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Chongyu Fan

  1. SalUn: Empowering Machine Unlearning via Gradient-based Weight Saliency in Both Image Classification and Generation
    2023/10/19 by Chongyu Fan, Fan, Chongyu, Jiancheng Liu +9 · 69 citations
    Computer Science · Medicine · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #COVID-19 diagnosis using AI #FOS: Computer and information sciences #Machine Learning (cs.LG)
  2. Towards LLM Unlearning Resilient to Relearning Attacks: A Sharpness-Aware Minimization Perspective and Beyond
    2025/02/07 by Chongyu Fan, Jinghan Jia, Fan, Chongyu +8 · 19 citations
    Computer Science · #Cloud Data Security Solutions #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Network Security and Intrusion Detection #Privacy-Preserving Technologies in Data
  3. Challenging Forgets: Unveiling the Worst-Case Forget Sets in Machine Unlearning
    2024/03/12 by Chongyu Fan, Fan, Chongyu, Jiancheng Liu +5 · 9 citations
    Computer Science · #Intelligent Tutoring Systems and Adaptive Learning #Online Learning and Analytics