| Unrolling SGD: Understanding Factors Influencing Machine Unlearning | Sep 27, 2021 | Machine UnlearningRolling Shutter Correction | CodeCode Available | 1 | 5 |
| Can Bad Teaching Induce Forgetting? Unlearning in Deep Networks using an Incompetent Teacher | May 17, 2022 | Machine Unlearning | CodeCode Available | 1 | 5 |
| What makes unlearning hard and what to do about it | Jun 3, 2024 | Machine Unlearning | CodeCode Available | 1 | 5 |
| When Machine Unlearning Jeopardizes Privacy | May 5, 2020 | Inference AttackMachine Unlearning | CodeCode Available | 1 | 5 |
| Reinforcement Unlearning | Dec 26, 2023 | Inference AttackMachine Unlearning | CodeCode Available | 1 | 5 |
| Evaluating Deep Unlearning in Large Language Models | Oct 19, 2024 | Machine Unlearning | CodeCode Available | 1 | 5 |
| Towards Adversarial Evaluations for Inexact Machine Unlearning | Jan 17, 2022 | Machine UnlearningMemorization | CodeCode Available | 1 | 5 |
| Certified Unlearning for Neural Networks | Jun 8, 2025 | Machine Unlearning | CodeCode Available | 1 | 5 |
| Challenging Forgets: Unveiling the Worst-Case Forget Sets in Machine Unlearning | Mar 12, 2024 | Machine Unlearning | CodeCode Available | 1 | 5 |
| Machine Unlearning in Gradient Boosting Decision Trees | Aug 4, 2023 | Machine Unlearning | CodeCode Available | 1 | 5 |
| CLEAR: Character Unlearning in Textual and Visual Modalities | Oct 23, 2024 | Machine Unlearning | CodeCode Available | 1 | 5 |
| A Survey on Unlearnable Data | Mar 30, 2025 | Machine UnlearningSurvey | CodeCode Available | 1 | 5 |
| Model Sparsity Can Simplify Machine Unlearning | Apr 11, 2023 | Machine Unlearningmodel | CodeCode Available | 1 | 5 |
| Composable Interventions for Language Models | Jul 9, 2024 | knowledge editingMachine Unlearning | CodeCode Available | 1 | 5 |
| Membership Inference Attacks as Privacy Tools: Reliability, Disparity and Ensemble | Jun 16, 2025 | Machine Unlearning | CodeCode Available | 1 | 5 |
| Mitigating Memorization In Language Models | Oct 3, 2024 | Machine UnlearningMemorization | CodeCode Available | 1 | 5 |
| Learning to Refuse: Towards Mitigating Privacy Risks in LLMs | Jul 14, 2024 | Machine Unlearning | CodeCode Available | 1 | 5 |
| Corrective Machine Unlearning | Feb 21, 2024 | Machine Unlearning | CodeCode Available | 1 | 5 |
| Erasing Without Remembering: Implicit Knowledge Forgetting in Large Language Models | Feb 27, 2025 | Machine Unlearning | CodeCode Available | 1 | 5 |
| ERM-KTP: Knowledge-Level Machine Unlearning via Knowledge Transfer | Jan 1, 2023 | Machine UnlearningTransfer Learning | CodeCode Available | 1 | 5 |
| "Alexa, can you forget me?" Machine Unlearning Benchmark in Spoken Language Understanding | May 21, 2025 | Machine UnlearningSpoken Language Understanding | CodeCode Available | 1 | 5 |
| CURE4Rec: A Benchmark for Recommendation Unlearning with Deeper Influence | Aug 26, 2024 | FairnessMachine Unlearning | CodeCode Available | 1 | 5 |
| Machine Unlearning for Random Forests | Sep 11, 2020 | Machine Unlearning | CodeCode Available | 1 | 5 |
| Automatic Jailbreaking of the Text-to-Image Generative AI Systems | May 26, 2024 | Image GenerationInformation Retrieval | CodeCode Available | 1 | 5 |
| Alternate Preference Optimization for Unlearning Factual Knowledge in Large Language Models | Sep 20, 2024 | Machine Unlearning | CodeCode Available | 1 | 5 |
| Fast Machine Unlearning Without Retraining Through Selective Synaptic Dampening | Aug 15, 2023 | Machine Unlearning | CodeCode Available | 1 | 5 |
| Data Unlearning in Diffusion Models | Mar 2, 2025 | Machine UnlearningMemorization | CodeCode Available | 1 | 5 |
| Fast Yet Effective Machine Unlearning | Nov 17, 2021 | Machine Unlearning | CodeCode Available | 1 | 5 |
| MMUnlearner: Reformulating Multimodal Machine Unlearning in the Era of Multimodal Large Language Models | Feb 16, 2025 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| GIF: A General Graph Unlearning Strategy via Influence Function | Apr 6, 2023 | Machine Unlearning | CodeCode Available | 1 | 5 |
| NegMerge: Consensual Weight Negation for Strong Machine Unlearning | Oct 8, 2024 | image-classificationImage Classification | CodeCode Available | 1 | 5 |
| Hard to Forget: Poisoning Attacks on Certified Machine Unlearning | Sep 17, 2021 | Machine Unlearning | CodeCode Available | 1 | 5 |
| How to Combine Membership-Inference Attacks on Multiple Updated Models | May 12, 2022 | Machine Unlearning | CodeCode Available | 1 | 5 |
| Deep Regression Unlearning | Oct 15, 2022 | Inference AttackMachine Unlearning | CodeCode Available | 1 | 5 |
| In-Context Unlearning: Language Models as Few Shot Unlearners | Oct 11, 2023 | Machine Unlearning | CodeCode Available | 1 | 5 |
| Deep Unlearning: Fast and Efficient Gradient-free Approach to Class Forgetting | Dec 1, 2023 | Image ClassificationMachine Unlearning | CodeCode Available | 1 | 5 |
| Deep Unlearning via Randomized Conditionally Independent Hessians | Apr 15, 2022 | Face RecognitionMachine Unlearning | CodeCode Available | 1 | 5 |
| Rethinking Machine Unlearning in Image Generation Models | Jun 3, 2025 | BenchmarkingImage Generation | CodeCode Available | 1 | 5 |
| An Adversarial Perspective on Machine Unlearning for AI Safety | Sep 26, 2024 | Machine Unlearning | CodeCode Available | 1 | 5 |
| SIFU: Sequential Informed Federated Unlearning for Efficient and Provable Client Unlearning in Federated Optimization | Nov 21, 2022 | Machine Unlearning | CodeCode Available | 1 | 5 |
| Towards Safer Large Language Models through Machine Unlearning | Feb 15, 2024 | Machine UnlearningNegation | CodeCode Available | 1 | 5 |
| Tangent Transformers for Composition, Privacy and Removal | Jul 16, 2023 | Machine Unlearning | CodeCode Available | 1 | 5 |
| KGA: A General Machine Unlearning Framework Based on Knowledge Gap Alignment | May 11, 2023 | Machine UnlearningResponse Generation | CodeCode Available | 1 | 5 |
| Knowledge Removal in Sampling-based Bayesian Inference | Mar 24, 2022 | Bayesian InferenceMachine Unlearning | CodeCode Available | 1 | 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 |
| Towards Certified Unlearning for Deep Neural Networks | Aug 1, 2024 | Machine Unlearning | CodeCode Available | 0 | 5 |
| Machine Unlearning for Document Classification | Apr 29, 2024 | ClassificationDocument Classification | CodeCode Available | 0 | 5 |
| Certified Data Removal Under High-dimensional Settings | May 12, 2025 | Machine Unlearning | CodeCode Available | 0 | 5 |
| Certifiable Machine Unlearning for Linear Models | Jun 29, 2021 | Machine Unlearning | CodeCode Available | 0 | 5 |
| Privacy-Aware Lifelong Learning | May 16, 2025 | image-classificationImage Classification | CodeCode Available | 0 | 5 |
