selective forgetting

Grokked Models are Better Unlearners UAI 2026 pH-Strips for Selective Forgetting: A Blunt but Fast Diagnostic Baseline for Machine Unlearning CVPR 2026 Towards Benchmarking Privacy Vulnerabilities in Selective Forgetting with Large Language Models AAAI 2026 Answer When Needed, Forget When Not: Language Models Pretend to Forget via In-Context Knowledge Unlearning ACL 2025 CLIPErase: Efficient Unlearning of Visual-Textual Associations in CLIP ACL 2025 Does Localization Inform Unlearning? A Rigorous Examination of Local Parameter Attribution for Knowledge Unlearning in Language Models EMNLP 2025 Erasing Undesirable Influence in Diffusion Models CVPR 2025 Human-Inspired Obfuscation for Model Unlearning: Local and Global Strategies with Hyperbolic Representations EMNLP 2025 iShumei-Chinchunmei at SemEval-2025 Task 4: A balanced forgetting and retention multi-task framework using effective unlearning loss SemEval 2025 Learning to Rewind via Iterative Prediction of Past Weights for Practical Unlearning AAAI 2025 Learning to Unlearn while Retaining: Combating Gradient Conflicts in Machine Unlearning ICCV 2025 NLPART at SemEval-2025 Task 4: Forgetting is harder than Learning SemEval 2025 Sculpting Memory: Multi-Concept Forgetting in Diffusion Models via Dynamic Mask and Concept-Aware Optimization ICCV 2025 SHA256 at SemEval-2025 Task 4: Selective Amnesia – Constrained Unlearning for Large Language Models via Knowledge Isolation SemEval 2025 YNU at SemEval-2025 Task 4: Synthetic Token Alternative Training for LLM Unlearning SemEval 2025 Black-Box Forgetting NeurIPS 2024 DisCEdit: Model Editing by Identifying Discriminative Components NeurIPS 2024 Learning to Unlearn: Instance-Wise Unlearning for Pre-trained Classifiers AAAI 2024 ULMR: Unlearning Large Language Models via Negative Response and Model Parameter Average EMNLP 2024 Unified Gradient-Based Machine Unlearning with Remain Geometry Enhancement NeurIPS 2024 What makes unlearning hard and what to do about it NeurIPS 2024 SAFE: Machine Unlearning With Shard Graphs ICCV 2023 Static and Sequential Malicious Attacks in the Context of Selective Forgetting NeurIPS 2023 Learning with Selective Forgetting IJCAI 2021 Eternal Sunshine of the Spotless Net: Selective Forgetting in Deep Networks CVPR 2020