conftrace_

model editing

159 papers

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Co-occurring keywords

knowledge editing (295) large language model (13587) language model (4599) machine unlearning (290) diffusion model (3751) knowledge updating (33) factual knowledge (131) sequential editing (15) concept erasure (31) knowledge update (25)

Papers

Editing the Moving World: Model Editing for Video LLMs ACL 2026
Deep Model Reuse: Paving the Way for Efficient and Generalizable AI Systems AAAI 2026
When Privacy Meets Recovery: The Overlooked Half of Surrogate-Driven Privacy Preservation for MLLM Editing AAAI 2026
Diagnosing Hidden Instabilities in Model Editing via Uncertainty Quantification ACL 2026
PATCH: Mitigating PII Leakage in Language Models with Privacy-Aware Targeted Circuit PatcHing EACL 2026
Personality Editing for Language Models through Adjusting Self-Referential Queries EACL 2026
Escaping Optimization Stagnation: Taking Steps Beyond Task Arithmetic via Difference Vectors AAAI 2026
ShadeEdit: A Utility-Preserving and Defense-Evasive Knowledge Manipulation Attack in Federated LLMs AAAI 2026
SAME: Safety-Aware Model Editing Guided by Safety Transformation ACL 2026
HiEdit: Lifelong Model Editing with Hierarchical Reinforcement Learning ACL 2026
Model Editing as a Double-Edged Sword: Steering Agent Behavior Toward Beneficence or Harm AAAI 2026
Scaling Effects on Latent Representation Edits in GPT Models (Student Abstract) AAAI 2025
Drop Dropout on Single Epoch Language Model Pretraining ACL 2025
The Mirage of Model Editing: Revisiting Evaluation in the Wild ACL 2025
HelpSteer3: Human-Annotated Feedback and Edit Data to Empower Inference-Time Scaling in Open-Ended General-Domain Tasks ACL 2025
Lifelong Model Editing with Graph-Based External Memory ACL 2025
ACE: Anti-Editing Concept Erasure in Text-to-Image Models CVPR 2025
Resolving UnderEdit & OverEdit with Iterative & Neighbor-Assisted Model Editing EMNLP 2025
Parameter-Aware Contrastive Knowledge Editing: Tracing and Rectifying based on Critical Transmission Paths ACL 2025
ELDER: Enhancing Lifelong Model Editing with Mixture-of-LoRA AAAI 2025
Fine-Grained Erasure in Text-to-Image Diffusion-based Foundation Models CVPR 2025
LyapLock: Bounded Knowledge Preservation in Sequential Large Language Model Editing EMNLP 2025
Does Localization Inform Unlearning? A Rigorous Examination of Local Parameter Attribution for Knowledge Unlearning in Language Models EMNLP 2025
A Causal Lens for Evaluating Faithfulness Metrics EMNLP 2025
Safety Alignment via Constrained Knowledge Unlearning ACL 2025