| Unlearning Concepts in Diffusion Model via Concept Domain Correction and Concept Preserving Gradient | May 24, 2024 | Image GenerationMachine Unlearning | CodeCode Available | 1 |
| Generative Unlearning for Any Identity | May 16, 2024 | Machine Unlearning | CodeCode Available | 1 |
| Challenging Forgets: Unveiling the Worst-Case Forget Sets in Machine Unlearning | Mar 12, 2024 | Machine Unlearning | CodeCode Available | 1 |
| Corrective Machine Unlearning | Feb 21, 2024 | Machine Unlearning | CodeCode Available | 1 |
| Towards Safer Large Language Models through Machine Unlearning | Feb 15, 2024 | Machine UnlearningNegation | CodeCode Available | 1 |
| An Information Theoretic Approach to Machine Unlearning | Feb 2, 2024 | Machine Unlearning | CodeCode Available | 1 |
| Machine Unlearning for Image-to-Image Generative Models | Feb 1, 2024 | Machine Unlearning | CodeCode Available | 1 |
| Reinforcement Unlearning | Dec 26, 2023 | Inference AttackMachine Unlearning | CodeCode Available | 1 |
| Deep Unlearning: Fast and Efficient Gradient-free Approach to Class Forgetting | Dec 1, 2023 | Image ClassificationMachine Unlearning | CodeCode Available | 1 |
| Towards Machine Unlearning Benchmarks: Forgetting the Personal Identities in Facial Recognition Systems | Nov 3, 2023 | Age EstimationAttribute | CodeCode Available | 1 |
| SalUn: Empowering Machine Unlearning via Gradient-based Weight Saliency in Both Image Classification and Generation | Oct 19, 2023 | image-classificationImage Classification | CodeCode Available | 1 |
| In-Context Unlearning: Language Models as Few Shot Unlearners | Oct 11, 2023 | Machine Unlearning | CodeCode Available | 1 |
| Task-Aware Machine Unlearning and Its Application in Load Forecasting | Aug 28, 2023 | Load ForecastingMachine Unlearning | CodeCode Available | 1 |
| Fast Machine Unlearning Without Retraining Through Selective Synaptic Dampening | Aug 15, 2023 | Machine Unlearning | CodeCode Available | 1 |
| Machine Unlearning in Gradient Boosting Decision Trees | Aug 4, 2023 | Machine Unlearning | CodeCode Available | 1 |
| Tangent Transformers for Composition, Privacy and Removal | Jul 16, 2023 | Machine Unlearning | CodeCode Available | 1 |
| Forgettable Federated Linear Learning with Certified Data Unlearning | Jun 3, 2023 | Federated LearningMachine Unlearning | CodeCode Available | 1 |
| KGA: A General Machine Unlearning Framework Based on Knowledge Gap Alignment | May 11, 2023 | Machine UnlearningResponse Generation | CodeCode Available | 1 |
| Model Sparsity Can Simplify Machine Unlearning | Apr 11, 2023 | Machine Unlearningmodel | CodeCode Available | 1 |
| GIF: A General Graph Unlearning Strategy via Influence Function | Apr 6, 2023 | Machine Unlearning | CodeCode Available | 1 |
| Towards Unbounded Machine Unlearning | Feb 20, 2023 | Inference AttackMachine Unlearning | CodeCode Available | 1 |
| ERM-KTP: Knowledge-Level Machine Unlearning via Knowledge Transfer | Jan 1, 2023 | Machine UnlearningTransfer Learning | CodeCode Available | 1 |
| Hidden Poison: Machine Unlearning Enables Camouflaged Poisoning Attacks | Dec 21, 2022 | Data PoisoningMachine Unlearning | CodeCode Available | 1 |
| SIFU: Sequential Informed Federated Unlearning for Efficient and Provable Client Unlearning in Federated Optimization | Nov 21, 2022 | Machine Unlearning | CodeCode Available | 1 |
| Unlearning Graph Classifiers with Limited Data Resources | Nov 6, 2022 | Graph ClassificationMachine Unlearning | CodeCode Available | 1 |
