Chongyu Fan

6 papers · 2024–2025 · 5 conferences · across top CS/AI conferences

Achievements

🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (5) 🐝 Cross-Pollinator (11) 🧭 Keyword Pioneer

Conferences

NIPS (2) ECCV (1) EMNLP (1) ICLR (1) ICML (1)

Top co-authors

Sijia Liu (6) Yihua Zhang (5) Jinghan Jia (4) Jiancheng Liu (4) Dennis Wei (2) Mingyi Hong (2) Yimeng Zhang (2) Nathalie Baracaldo (1) Yuguang Yao (1) Changsheng Wang (1)

Keywords

machine unlearning (2) adversarial robustness (1) adversarial training (1) text-to-image generation (1) model editing (1) diffusion model (1) knowledge forgetting (1) concept erasure (1) text encoder (1) reasoning trace (1) concept erasing (1) representation learning (1) prompt attack (1)

Papers

Reasoning Model Unlearning: Forgetting Traces, Not Just Answers, While Preserving Reasoning Skills EMNLP 2025

Towards LLM Unlearning Resilient to Relearning Attacks: A Sharpness-Aware Minimization Perspective and Beyond ICML 2025

Defensive Unlearning with Adversarial Training for Robust Concept Erasure in Diffusion Models NIPS 2024

UnlearnCanvas: Stylized Image Dataset for Enhanced Machine Unlearning Evaluation in Diffusion Models NIPS 2024

Challenging Forgets: Unveiling the Worst-Case Forget Sets in Machine Unlearning ECCV 2024

SalUn: Empowering Machine Unlearning via Gradient-based Weight Saliency in Both Image Classification and Generation ICLR 2024