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Model Editing

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Showing 101–150 of 193 papers

TitleStatusHype
Forget Vectors at Play: Universal Input Perturbations Driving Machine Unlearning in Image ClassificationCode0
Concept-ROT: Poisoning Concepts in Large Language Models with Model EditingCode0
Model-Editing-Based Jailbreak against Safety-aligned Large Language Models—0
Unveiling Concept Attribution in Diffusion ModelsCode0
Lifelong Knowledge Editing for Vision Language Models with Low-Rank Mixture-of-Experts—0
Safety Without Semantic Disruptions: Editing-free Safe Image Generation via Context-preserving Dual Latent Reconstruction—0
Model Editing for LLMs4Code: How Far are We?Code0
Learning Where to Edit Vision TransformersCode0
Expose Before You Defend: Unifying and Enhancing Backdoor Defenses via Exposed ModelsCode0
Inference time LLM alignment in single and multidomain preference spectrum—0
Should We Really Edit Language Models? On the Evaluation of Edited Language ModelsCode0
Backdoor in Seconds: Unlocking Vulnerabilities in Large Pre-trained Models via Model Editing—0
Gradient Rewiring for Editable Graph Neural Network TrainingCode0
Mitigating Gender Bias in Code Large Language Models via Model Editing—0
Uncovering Overfitting in Large Language Model Editing—0
Mitigating the Language Mismatch and Repetition Issues in LLM-based Machine Translation via Model EditingCode0
FAME: Towards Factual Multi-Task Model Editing—0
Better Call SAUL: Fluent and Consistent Language Model Editing with Generation Regularization—0
Self-Updatable Large Language Models with Parameter Integration—0
UniAdapt: A Universal Adapter for Knowledge Calibration—0
"Why" Has the Least Side Effect on Model Editing—0
Property Neurons in Self-Supervised Speech TransformersCode0
TimeDiT: General-purpose Diffusion Transformers for Time Series Foundation Model—0
Enhancing Multi-hop Reasoning through Knowledge Erasure in Large Language Model Editing—0
Promoting Equality in Large Language Models: Identifying and Mitigating the Implicit Bias based on Bayesian Theory—0
MEGen: Generative Backdoor in Large Language Models via Model Editing—0
ELDER: Enhancing Lifelong Model Editing with Mixture-of-LoRACode0
Resolving Lexical Bias in Edit Scoping with Projector Editor NetworksCode0
Can LLMs be Fooled? Investigating Vulnerabilities in LLMs—0
Model editing for distribution shifts in uranium oxide morphological analysis—0
Mitigating Backdoor Attacks using Activation-Guided Model Editing—0
LEMoE: Advanced Mixture of Experts Adaptor for Lifelong Model Editing of Large Language Models—0
Fundamental Problems With Model Editing: How Should Rational Belief Revision Work in LLMs?Code0
How Well Can Knowledge Edit Methods Edit Perplexing Knowledge?—0
Sequential Editing for Lifelong Training of Speech Recognition Models—0
Stealth edits to large language modelsCode0
Breaking Boundaries: Investigating the Effects of Model Editing on Cross-linguistic Performance—0
Understanding the Collapse of LLMs in Model EditingCode0
REVS: Unlearning Sensitive Information in Language Models via Rank Editing in the Vocabulary Space—0
Understanding Information Storage and Transfer in Multi-modal Large Language Models—0
DAFNet: Dynamic Auxiliary Fusion for Sequential Model Editing in Large Language ModelsCode0
MEMoE: Enhancing Model Editing with Mixture of Experts Adaptors—0
WISE: Rethinking the Knowledge Memory for Lifelong Model Editing of Large Language ModelsCode0
Detecting Edited Knowledge in Language Models—0
What does the Knowledge Neuron Thesis Have to do with Knowledge?Code0
Scalable Model Editing via Customized Expert NetworksCode0
Efficiently Quantifying and Mitigating Ripple Effects in Model Editing—0
Consecutive Batch Model Editing with HooK LayersCode0
"Flex Tape Can't Fix That": Bias and Misinformation in Edited Language ModelsCode0
Editing Factual Knowledge and Explanatory Ability of Medical Large Language ModelsCode0
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