model unlearning

Editing as Unlearning: Are Knowledge Editing Methods Strong Baselines for Large Language Model Unlearning? AAAI 2026 Adaptive Graph Unlearning IJCAI 2025 AUTE: Peer-Alignment and Self-Unlearning Boost Adversarial Robustness for Training Ensemble Models AAAI 2025 CURE: Controlled Unlearning for Robust Embeddings — Mitigating Conceptual Shortcuts in Pre-Trained Language Models EMNLP 2025 ESC: Erasing Space Concept for Knowledge Deletion CVPR 2025 Human-Inspired Obfuscation for Model Unlearning: Local and Global Strategies with Hyperbolic Representations EMNLP 2025 Knowledge Decoupling via Orthogonal Projection for Lifelong Editing of Large Language Models ACL 2025 Layer-Level Self-Exposure and Patch: Affirmative Token Mitigation for Jailbreak Attack Defense NAACL 2025 Model Unlearning via Sparse Autoencoder Subspace Guided Projections EMNLP 2025 NoT: Federated Unlearning via Weight Negation CVPR 2025 On Effects of Steering Latent Representation for Large Language Model Unlearning AAAI 2025 REVIVING YOUR MNEME: Predicting The Side Effects of LLM Unlearning and Fine-Tuning via Sparse Model Diffing EMNLP 2025 Sculpting Memory: Multi-Concept Forgetting in Diffusion Models via Dynamic Mask and Concept-Aware Optimization ICCV 2025 SUA: Stealthy Multimodal Large Language Model Unlearning Attack EMNLP 2025 Targeted Forgetting of Image Subgroups in CLIP Models CVPR 2025 TDDBench: A Benchmark for Training data detection ICLR 2025 BaDExpert: Extracting Backdoor Functionality for Accurate Backdoor Input Detection ICLR 2024 Continual Forgetting for Pre-trained Vision Models CVPR 2024 Demystifying Verbatim Memorization in Large Language Models EMNLP 2024 Leveraging Catastrophic Forgetting to Develop Safe Diffusion Models against Malicious Finetuning NeurIPS 2024 MACE: Mass Concept Erasure in Diffusion Models CVPR 2024 Mitigating Backdoor Attack by Injecting Proactive Defensive Backdoor NeurIPS 2024 Separate the Wheat from the Chaff: Model Deficiency Unlearning via Parameter-Efficient Module Operation AAAI 2024 Soft Prompt Threats: Attacking Safety Alignment and Unlearning in Open-Source LLMs through the Embedding Space NeurIPS 2024 SOUL: Unlocking the Power of Second-Order Optimization for LLM Unlearning EMNLP 2024