| Scissorhands: Scrub Data Influence via Connection Sensitivity in Networks | Jan 11, 2024 | image-classificationImage Classification | CodeCode Available | 0 | 5 |
| Erase to Enhance: Data-Efficient Machine Unlearning in MRI Reconstruction | May 24, 2024 | Image-to-Image TranslationMachine Unlearning | CodeCode Available | 0 | 5 |
| Towards Certified Unlearning for Deep Neural Networks | Aug 1, 2024 | Machine Unlearning | CodeCode Available | 0 | 5 |
| SCU: An Efficient Machine Unlearning Scheme for Deep Learning Enabled Semantic Communications | Feb 27, 2025 | Machine UnlearningSemantic Communication | CodeCode Available | 0 | 5 |
| Toward Efficient Data-Free Unlearning | Dec 18, 2024 | Machine Unlearning | CodeCode Available | 0 | 5 |
| Certified Data Removal Under High-dimensional Settings | May 12, 2025 | Machine Unlearning | CodeCode Available | 0 | 5 |
| ReVeil: Unconstrained Concealed Backdoor Attack on Deep Neural Networks using Machine Unlearning | Feb 17, 2025 | Backdoor AttackMachine Unlearning | CodeCode Available | 0 | 5 |
| Privacy-Aware Lifelong Learning | May 16, 2025 | image-classificationImage Classification | CodeCode Available | 0 | 5 |
| Certifiable Machine Unlearning for Linear Models | Jun 29, 2021 | Machine Unlearning | CodeCode Available | 0 | 5 |
| RESTOR: Knowledge Recovery through Machine Unlearning | Oct 31, 2024 | Machine Unlearning | CodeCode Available | 0 | 5 |
| Rewind-to-Delete: Certified Machine Unlearning for Nonconvex Functions | Sep 15, 2024 | Machine Unlearning | CodeCode Available | 0 | 5 |
| Efficient Federated Unlearning under Plausible Deniability | Oct 13, 2024 | Machine Unlearning | CodeCode Available | 0 | 5 |
| CaMU: Disentangling Causal Effects in Deep Model Unlearning | Jan 30, 2024 | Machine Unlearningmodel | CodeCode Available | 0 | 5 |
| Apollo: A Posteriori Label-Only Membership Inference Attack Towards Machine Unlearning | Jun 11, 2025 | Inference AttackMachine Unlearning | CodeCode Available | 0 | 5 |
| Edge Unlearning is Not "on Edge"! An Adaptive Exact Unlearning System on Resource-Constrained Devices | Oct 14, 2024 | Machine Unlearning | CodeCode Available | 0 | 5 |
| Potion: Towards Poison Unlearning | Jun 13, 2024 | Machine Unlearning | CodeCode Available | 0 | 5 |
| DynFrs: An Efficient Framework for Machine Unlearning in Random Forest | Oct 2, 2024 | ClassificationMachine Unlearning | CodeCode Available | 0 | 5 |
| DUSK: Do Not Unlearn Shared Knowledge | May 21, 2025 | Machine Unlearning | CodeCode Available | 0 | 5 |
| Breaking the Trilemma of Privacy, Utility, Efficiency via Controllable Machine Unlearning | Oct 28, 2023 | Machine Unlearning | CodeCode Available | 0 | 5 |
| DUCK: Distance-based Unlearning via Centroid Kinematics | Dec 4, 2023 | Inference AttackMachine Unlearning | CodeCode Available | 0 | 5 |
| Siamese Machine Unlearning with Knowledge Vaporization and Concentration | Dec 2, 2024 | Machine Unlearning | CodeCode Available | 0 | 5 |
| One-Shot Unlearning of Personal Identities | Jul 16, 2024 | Machine Unlearning | CodeCode Available | 0 | 5 |
| Adaptive Machine Unlearning | Jun 8, 2021 | Machine Unlearningvalid | CodeCode Available | 0 | 5 |
| Distribution-Level Feature Distancing for Machine Unlearning: Towards a Better Trade-off Between Model Utility and Forgetting | Sep 23, 2024 | Machine Unlearning | CodeCode Available | 0 | 5 |
| One-Shot Machine Unlearning with Mnemonic Code | Jun 9, 2023 | Machine Unlearning | CodeCode Available | 0 | 5 |
| On the Vulnerability of Concept Erasure in Diffusion Models | Feb 24, 2025 | Machine Unlearning | CodeCode Available | 0 | 5 |
| Towards Effective and General Graph Unlearning via Mutual Evolution | Jan 22, 2024 | Machine Unlearning | CodeCode Available | 0 | 5 |
| Dissecting Language Models: Machine Unlearning via Selective Pruning | Mar 2, 2024 | Machine Unlearning | CodeCode Available | 0 | 5 |
| MUNBa: Machine Unlearning via Nash Bargaining | Nov 23, 2024 | image-classificationImage Classification | CodeCode Available | 0 | 5 |
| Boosting Alignment for Post-Unlearning Text-to-Image Generative Models | Dec 9, 2024 | Image GenerationMachine Unlearning | CodeCode Available | 0 | 5 |
| Multi-Objective Large Language Model Unlearning | Dec 29, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 | 5 |
| MUSO: Achieving Exact Machine Unlearning in Over-Parameterized Regimes | Oct 11, 2024 | Machine UnlearningModel Optimization | CodeCode Available | 0 | 5 |
| Descent-to-Delete: Gradient-Based Methods for Machine Unlearning | Jul 6, 2020 | Machine Unlearning | CodeCode Available | 0 | 5 |
| Blind Baselines Beat Membership Inference Attacks for Foundation Models | Jun 23, 2024 | Machine Unlearning | CodeCode Available | 0 | 5 |
| MultiDelete for Multimodal Machine Unlearning | Nov 18, 2023 | Machine Unlearning | CodeCode Available | 0 | 5 |
| Model State Arithmetic for Machine Unlearning | Jun 26, 2025 | Machine Unlearningmodel | CodeCode Available | 0 | 5 |
| Machine Unlearning in Hyperbolic vs. Euclidean Multimodal Contrastive Learning: Adapting Alignment Calibration to MERU | Mar 19, 2025 | Contrastive LearningMachine Unlearning | CodeCode Available | 0 | 5 |
| Machine Unlearning via Null Space Calibration | Apr 21, 2024 | Machine Unlearning | CodeCode Available | 0 | 5 |
| MU-Bench: A Multitask Multimodal Benchmark for Machine Unlearning | Jun 21, 2024 | Machine Unlearningparameter-efficient fine-tuning | CodeCode Available | 0 | 5 |
| Neural Machine Unranking | Aug 9, 2024 | Information RetrievalMachine Unlearning | CodeCode Available | 0 | 5 |
| Avoiding Copyright Infringement via Large Language Model Unlearning | Jun 16, 2024 | General KnowledgeLanguage Modeling | CodeCode Available | 0 | 5 |
| Machine Unlearning for Document Classification | Apr 29, 2024 | ClassificationDocument Classification | CodeCode Available | 0 | 5 |
| Dataset Condensation Driven Machine Unlearning | Jan 31, 2024 | AttributeDataset Condensation | CodeCode Available | 0 | 5 |
| Machine Unlearning Fails to Remove Data Poisoning Attacks | Jun 25, 2024 | Data PoisoningMachine Unlearning | CodeCode Available | 0 | 5 |
| LoRA Unlearns More and Retains More (Student Abstract) | Nov 16, 2024 | Computational EfficiencyMachine Unlearning | CodeCode Available | 0 | 5 |
| LLM Unlearning Reveals a Stronger-Than-Expected Coreset Effect in Current Benchmarks | Apr 14, 2025 | Large Language ModelMachine Unlearning | CodeCode Available | 0 | 5 |
| LMEraser: Large Model Unlearning through Adaptive Prompt Tuning | Apr 17, 2024 | DiversityMachine Unlearning | CodeCode Available | 0 | 5 |
| Forget Vectors at Play: Universal Input Perturbations Driving Machine Unlearning in Image Classification | Dec 21, 2024 | image-classificationImage Classification | CodeCode Available | 0 | 5 |
| Learn to Unlearn for Deep Neural Networks: Minimizing Unlearning Interference with Gradient Projection | Dec 7, 2023 | Machine Unlearning | CodeCode Available | 0 | 5 |
| Cross-Lingual Unlearning of Selective Knowledge in Multilingual Language Models | Jun 18, 2024 | Machine Unlearning | CodeCode Available | 0 | 5 |
