model editing

Intervening in Black Box: Concept Bottleneck Model for Enhancing Human Neural Network Mutual Understanding ICCV 2025 Joint Knowledge Editing for Information Enrichment and Probability Promotion AAAI 2025 Knowledge Graph-Driven Memory Editing with Directional Interventions EMNLP 2025 Large Scale Knowledge Washing ICLR 2025 Lifelong Model Editing with Graph-Based External Memory ACL 2025 Localized Concept Erasure for Text-to-Image Diffusion Models Using Training-Free Gated Low-Rank Adaptation CVPR 2025 LUME: LLM Unlearning with Multitask Evaluations EMNLP 2025 LyapLock: Bounded Knowledge Preservation in Sequential Large Language Model Editing EMNLP 2025 Mastering Task Arithmetic: τJp as a Key Indicator for Weight Disentanglement ICLR 2025 MEGen: Generative Backdoor into Large Language Models via Model Editing ACL 2025 MicroEdit: Neuron-level Knowledge Disentanglement and Localization in Lifelong Model Editing EMNLP 2025 Minimal, Local, and Robust: Embedding-Only Edits for Implicit Bias in T2I Models EMNLP 2025 Model Editing as a Robust and Denoised variant of DPO: A Case Study on Toxicity ICLR 2025 MQuAKE-Remastered: Multi-Hop Knowledge Editing Can Only Be Advanced with Reliable Evaluations ICLR 2025 Neuron-Level Sequential Editing for Large Language Models ACL 2025 Nullu: Mitigating Object Hallucinations in Large Vision-Language Models via HalluSpace Projection CVPR 2025 On Localizing and Deleting Toxic Memories in Large Language Models NAACL 2025 Parameter-Aware Contrastive Knowledge Editing: Tracing and Rectifying based on Critical Transmission Paths ACL 2025 Perturbation-Restrained Sequential Model Editing ICLR 2025 Position Paper: MeMo: Towards Language Models with Associative Memory Mechanisms ACL 2025 Precise In-Parameter Concept Erasure in Large Language Models EMNLP 2025 PREE: Towards Harmless and Adaptive Fingerprint Editing in Large Language Models via Knowledge Prefix Enhancement EMNLP 2025 Private Memorization Editing: Turning Memorization into a Defense to Strengthen Data Privacy in Large Language Models ACL 2025 Rashomon Sets for Prototypical-Part Networks: Editing Interpretable Models in Real-Time CVPR 2025 Reasoning Model Unlearning: Forgetting Traces, Not Just Answers, While Preserving Reasoning Skills EMNLP 2025