| REACT: Representation Extraction And Controllable Tuning to Overcome Overfitting in LLM Knowledge Editing | May 25, 2025 | knowledge editingLanguage Modeling | —Unverified | 0 |
| Disentangling Knowledge Representations for Large Language Model Editing | May 24, 2025 | Disentanglementknowledge editing | —Unverified | 0 |
| Localizing Knowledge in Diffusion Transformers | May 24, 2025 | Model Editing | —Unverified | 0 |
| Model Editing with Graph-Based External Memory | May 23, 2025 | graph constructionmodel | —Unverified | 0 |
| LyapLock: Bounded Knowledge Preservation in Sequential Large Language Model Editing | May 21, 2025 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| UniErase: Unlearning Token as a Universal Erasure Primitive for Language Models | May 21, 2025 | Machine UnlearningModel Editing | CodeCode Available | 0 |
| Editing Across Languages: A Survey of Multilingual Knowledge Editing | May 20, 2025 | knowledge editingModel Editing | —Unverified | 0 |
| UltraEdit: Training-, Subject-, and Memory-Free Lifelong Editing in Large Language Models | May 20, 2025 | GPULifelong learning | CodeCode Available | 2 |
| UniEdit: A Unified Knowledge Editing Benchmark for Large Language Models | May 18, 2025 | Diversityknowledge editing | —Unverified | 0 |
| NAMET: Robust Massive Model Editing via Noise-Aware Memory Optimization | May 17, 2025 | AttributeModel Editing | CodeCode Available | 0 |
