Chongyu Fan

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upvoted 6 papers 22 days ago

Challenging Forgets: Unveiling the Worst-Case Forget Sets in Machine Unlearning

Paper • 2403.07362 • Published Mar 12, 2024 • 1

Defensive Unlearning with Adversarial Training for Robust Concept Erasure in Diffusion Models

Paper • 2405.15234 • Published May 24, 2024 • 1

SalUn: Empowering Machine Unlearning via Gradient-based Weight Saliency in Both Image Classification and Generation

Paper • 2310.12508 • Published Oct 19, 2023 • 1

Simplicity Prevails: Rethinking Negative Preference Optimization for LLM Unlearning

Paper • 2410.07163 • Published Oct 9, 2024 • 2

Towards LLM Unlearning Resilient to Relearning Attacks: A Sharpness-Aware Minimization Perspective and Beyond

Paper • 2502.05374 • Published Feb 7 • 1

CyclicReflex: Improving Large Reasoning Models via Cyclical Reflection Token Scheduling

Paper • 2506.11077 • Published Jun 4 • 1

upvoted a collection about 1 month ago

Smooth-Unlearned Model

Collection

This collection hosts the smooth-unlearned models over WMDP and MUSE benchmarks. • 10 items • Updated Jun 17 • 1

upvoted a collection 9 months ago

SimNPO-Unlearned Models

Collection

This collection hosts the SimNPO-unlearned models over TOFU, MUSE, and WMDP unlearning benchmarks. • 6 items • Updated Oct 30, 2024 • 2