| Fairness and Robustness in Machine Unlearning | Apr 18, 2025 | FairnessMachine Unlearning | —Unverified | 0 |
| SHA256 at SemEval-2025 Task 4: Selective Amnesia -- Constrained Unlearning for Large Language Models via Knowledge Isolation | Apr 17, 2025 | AttributeMachine Unlearning | CodeCode Available | 0 |
| When is Task Vector Provably Effective for Model Editing? A Generalization Analysis of Nonlinear Transformers | Apr 15, 2025 | Binary ClassificationDomain Generalization | —Unverified | 0 |
| LLM Unlearning Reveals a Stronger-Than-Expected Coreset Effect in Current Benchmarks | Apr 14, 2025 | Large Language ModelMachine Unlearning | CodeCode Available | 0 |
| Preserving Privacy Without Compromising Accuracy: Machine Unlearning for Handwritten Text Recognition | Apr 11, 2025 | Handwritten Text RecognitionHTR | —Unverified | 0 |
| SAEs Can Improve Unlearning: Dynamic Sparse Autoencoder Guardrails for Precision Unlearning in LLMs | Apr 11, 2025 | Computational Efficiencyfeature selection | —Unverified | 0 |
| Not All Data Are Unlearned Equally | Apr 7, 2025 | AllMachine Unlearning | CodeCode Available | 0 |
| Sky of Unlearning (SoUL): Rewiring Federated Machine Unlearning via Selective Pruning | Apr 2, 2025 | Data PoisoningFederated Learning | —Unverified | 0 |
| Benchmarking Federated Machine Unlearning methods for Tabular Data | Apr 1, 2025 | BenchmarkingComputational Efficiency | —Unverified | 0 |
| Prompting Forgetting: Unlearning in GANs via Textual Guidance | Apr 1, 2025 | AttributeImage Generation | —Unverified | 0 |
| A Survey on Unlearnable Data | Mar 30, 2025 | Machine UnlearningSurvey | CodeCode Available | 1 |
| Buyer-Initiated Auction Mechanism for Data Redemption in Machine Unlearning | Mar 29, 2025 | Machine Unlearning | —Unverified | 0 |
| Efficient Verified Machine Unlearning For Distillation | Mar 28, 2025 | Knowledge DistillationMachine Unlearning | —Unverified | 0 |
| LoTUS: Large-Scale Machine Unlearning with a Taste of Uncertainty | Mar 24, 2025 | Machine UnlearningMemorization | CodeCode Available | 1 |
| FROG: Fair Removal on Graphs | Mar 23, 2025 | FairnessMachine Unlearning | —Unverified | 0 |
| Deep Contrastive Unlearning for Language Models | Mar 19, 2025 | Machine Unlearning | —Unverified | 0 |
| Machine Unlearning in Hyperbolic vs. Euclidean Multimodal Contrastive Learning: Adapting Alignment Calibration to MERU | Mar 19, 2025 | Contrastive LearningMachine Unlearning | CodeCode Available | 0 |
| Robust Machine Unlearning for Quantized Neural Networks via Adaptive Gradient Reweighting with Similar Labels | Mar 18, 2025 | Machine UnlearningQuantization | —Unverified | 0 |
| PEBench: A Fictitious Dataset to Benchmark Machine Unlearning for Multimodal Large Language Models | Mar 16, 2025 | Machine UnlearningPrivacy Preserving | —Unverified | 0 |
| Safety Mirage: How Spurious Correlations Undermine VLM Safety Fine-tuning | Mar 14, 2025 | Machine Unlearning | CodeCode Available | 1 |
| Group-robust Machine Unlearning | Mar 12, 2025 | FairnessMachine Unlearning | CodeCode Available | 0 |
| Are We Truly Forgetting? A Critical Re-examination of Machine Unlearning Evaluation Protocols | Mar 10, 2025 | Machine UnlearningSemantic Similarity | —Unverified | 0 |
| Learning to Unlearn while Retaining: Combating Gradient Conflicts in Machine Unlearning | Mar 8, 2025 | Machine Unlearning | —Unverified | 0 |
| Node-level Contrastive Unlearning on Graph Neural Networks | Mar 4, 2025 | Graph Neural Networkgraph partitioning | —Unverified | 0 |
| AMUN: Adversarial Machine UNlearning | Mar 2, 2025 | image-classificationImage Classification | —Unverified | 0 |