| Identifying Multi-modal Knowledge Neurons in Pretrained Transformers via Two-stage Filtering | Mar 29, 2025 | Caption Generationknowledge editing | —Unverified | 0 |
| ADS-Edit: A Multimodal Knowledge Editing Dataset for Autonomous Driving Systems | Mar 26, 2025 | Autonomous Drivingknowledge editing | CodeCode Available | 0 |
| CaKE: Circuit-aware Editing Enables Generalizable Knowledge Learners | Mar 20, 2025 | knowledge editing | CodeCode Available | 1 |
| Understanding the Limits of Lifelong Knowledge Editing in LLMs | Mar 7, 2025 | Benchmarkingknowledge editing | —Unverified | 0 |
| MindBridge: Scalable and Cross-Model Knowledge Editing via Memory-Augmented Modality | Mar 4, 2025 | knowledge editing | CodeCode Available | 0 |
| Precise Localization of Memories: A Fine-grained Neuron-level Knowledge Editing Technique for LLMs | Mar 3, 2025 | knowledge editing | CodeCode Available | 0 |
| Unlocking Efficient, Scalable, and Continual Knowledge Editing with Basis-Level Representation Fine-Tuning | Mar 1, 2025 | knowledge editing | —Unverified | 0 |
| GeoEdit: Geometric Knowledge Editing for Large Language Models | Feb 27, 2025 | General Knowledgeknowledge editing | —Unverified | 0 |
| MMKE-Bench: A Multimodal Editing Benchmark for Diverse Visual Knowledge | Feb 27, 2025 | knowledge editing | CodeCode Available | 1 |
| FLEKE: Federated Locate-then-Edit Knowledge Editing | Feb 21, 2025 | knowledge editing | CodeCode Available | 0 |
| Edit Once, Update Everywhere: A Simple Framework for Cross-Lingual Knowledge Synchronization in LLMs | Feb 20, 2025 | knowledge editingTransfer Learning | —Unverified | 0 |
| Revealing and Mitigating Over-Attention in Knowledge Editing | Feb 20, 2025 | knowledge editingSpecificity | CodeCode Available | 0 |
| Personality Editing for Language Models through Relevant Knowledge Editing | Feb 17, 2025 | knowledge editing | —Unverified | 0 |
| MEMIT-Merge: Addressing MEMIT's Key-Value Conflicts in Same-Subject Batch Editing for LLMs | Feb 11, 2025 | knowledge editing | —Unverified | 0 |
| AnyEdit: Edit Any Knowledge Encoded in Language Models | Feb 8, 2025 | FormImage Editing | —Unverified | 0 |
| Related Knowledge Perturbation Matters: Rethinking Multiple Pieces of Knowledge Editing in Same-Subject | Feb 8, 2025 | knowledge editing | CodeCode Available | 0 |
| Position: Editing Large Language Models Poses Serious Safety Risks | Feb 5, 2025 | knowledge editingModel Editing | —Unverified | 0 |
| Mass-Editing Memory with Attention in Transformers: A cross-lingual exploration of knowledge | Feb 4, 2025 | knowledge editing | CodeCode Available | 0 |
| Lifelong Knowledge Editing requires Better Regularization | Feb 3, 2025 | knowledge editing | CodeCode Available | 0 |
| Knowledge Editing for Large Language Model with Knowledge Neuronal Ensemble | Dec 30, 2024 | knowledge editingLanguage Modeling | —Unverified | 0 |
| Knowledge Editing through Chain-of-Thought | Dec 23, 2024 | knowledge editingWorld Knowledge | CodeCode Available | 1 |
| Joint Knowledge Editing for Information Enrichment and Probability Promotion | Dec 22, 2024 | counterfactualknowledge editing | CodeCode Available | 0 |
| Knowledge Editing with Dynamic Knowledge Graphs for Multi-Hop Question Answering | Dec 18, 2024 | graph constructionknowledge editing | CodeCode Available | 1 |
| ComprehendEdit: A Comprehensive Dataset and Evaluation Framework for Multimodal Knowledge Editing | Dec 17, 2024 | knowledge editing | CodeCode Available | 0 |
| ConceptEdit: Conceptualization-Augmented Knowledge Editing in Large Language Models for Commonsense Reasoning | Dec 16, 2024 | knowledge editingQuestion Answering | —Unverified | 0 |
