DRAGON: Guard LLM Unlearning in Context via Negative Detection and ReasoningConference on Empirical Methods in Natural Language Processing (EMNLP), 2025 |
Benchmarking Vision Language Model Unlearning via Fictitious Facial Identity DatasetInternational Conference on Learning Representations (ICLR), 2024 |
CLIPErase: Efficient Unlearning of Visual-Textual Associations in CLIPAnnual Meeting of the Association for Computational Linguistics (ACL), 2024 |
WAGLE: Strategic Weight Attribution for Effective and Modular Unlearning in Large Language ModelsNeural Information Processing Systems (NeurIPS), 2024 |
Catastrophic Failure of LLM Unlearning via QuantizationInternational Conference on Learning Representations (ICLR), 2024 |
LLM Unlearning via Loss Adjustment with Only Forget DataInternational Conference on Learning Representations (ICLR), 2024 |
A Closer Look at Machine Unlearning for Large Language ModelsInternational Conference on Learning Representations (ICLR), 2024 |