machine unlearning

Reasoning Model Unlearning: Forgetting Traces, Not Just Answers, While Preserving Reasoning Skills EMNLP 2025 Recalling The Forgotten Class Memberships: Unlearned Models Can Be Noisy Labelers to Leak Privacy IJCAI 2025 ReLearn: Unlearning via Learning for Large Language Models ACL 2025 Reminiscence Attack on Residuals: Exploiting Approximate Machine Unlearning for Privacy ICCV 2025 Reveal and Release: Iterative LLM Unlearning with Self-generated Data EMNLP 2025 Revisiting Machine Unlearning with Dimensional Alignment WACV 2025 REVIVING YOUR MNEME: Predicting The Side Effects of LLM Unlearning and Fine-Tuning via Sparse Model Diffing EMNLP 2025 REVS: Unlearning Sensitive Information in Language Models via Rank Editing in the Vocabulary Space ACL 2025 Robust Machine Unlearning for Quantized Neural Networks via Adaptive Gradient Reweighting with Similar Labels ICCV 2025 R-TOFU: Unlearning in Large Reasoning Models EMNLP 2025 SafeEraser: Enhancing Safety in Multimodal Large Language Models through Multimodal Machine Unlearning ACL 2025 SALSA: A Secure, Adaptive and Label-Agnostic Scalable Algorithm for Machine Unlearning UAI 2025 SAP: Corrective Machine Unlearning with Scaled Activation Projection for Label Noise Robustness AAAI 2025 Score Forgetting Distillation: A Swift, Data-Free Method for Machine Unlearning in Diffusion Models ICLR 2025 Selective Forgetting: Advancing Machine Unlearning Techniques and Evaluation in Language Models AAAI 2025 Selective Unlearning via Representation Erasure Using Domain Adversarial Training ICLR 2025 SemEval-2025 Task 4: Unlearning sensitive content from Large Language Models SemEval 2025 SEMU: Singular Value Decomposition for Efficient Machine Unlearning ICML 2025 SEPS: A Separability Measure for Robust Unlearning in LLMs EMNLP 2025 SEUF: Is Unlearning One Expert Enough for Mixture-of-Experts LLMs? ACL 2025 SHA256 at SemEval-2025 Task 4: Selective Amnesia – Constrained Unlearning for Large Language Models via Knowledge Isolation SemEval 2025 Soft Prompting for Unlearning in Large Language Models NAACL 2025 Soft Token Attacks Cannot Reliably Audit Unlearning in Large Language Models EMNLP 2025 Speech Unlearning Interspeech 2025 SUA: Stealthy Multimodal Large Language Model Unlearning Attack EMNLP 2025