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Machine Unlearning

Papers

Showing 5175 of 438 papers

TitleStatusHype
Fairness and Robustness in Machine Unlearning0
SHA256 at SemEval-2025 Task 4: Selective Amnesia -- Constrained Unlearning for Large Language Models via Knowledge IsolationCode0
When is Task Vector Provably Effective for Model Editing? A Generalization Analysis of Nonlinear Transformers0
LLM Unlearning Reveals a Stronger-Than-Expected Coreset Effect in Current BenchmarksCode0
Preserving Privacy Without Compromising Accuracy: Machine Unlearning for Handwritten Text Recognition0
SAEs Can Improve Unlearning: Dynamic Sparse Autoencoder Guardrails for Precision Unlearning in LLMs0
Not All Data Are Unlearned EquallyCode0
Sky of Unlearning (SoUL): Rewiring Federated Machine Unlearning via Selective Pruning0
Benchmarking Federated Machine Unlearning methods for Tabular Data0
Prompting Forgetting: Unlearning in GANs via Textual Guidance0
A Survey on Unlearnable DataCode1
Buyer-Initiated Auction Mechanism for Data Redemption in Machine Unlearning0
Efficient Verified Machine Unlearning For Distillation0
LoTUS: Large-Scale Machine Unlearning with a Taste of UncertaintyCode1
FROG: Fair Removal on Graphs0
Deep Contrastive Unlearning for Language Models0
Machine Unlearning in Hyperbolic vs. Euclidean Multimodal Contrastive Learning: Adapting Alignment Calibration to MERUCode0
Robust Machine Unlearning for Quantized Neural Networks via Adaptive Gradient Reweighting with Similar Labels0
PEBench: A Fictitious Dataset to Benchmark Machine Unlearning for Multimodal Large Language Models0
Safety Mirage: How Spurious Correlations Undermine VLM Safety Fine-tuningCode1
Group-robust Machine UnlearningCode0
Are We Truly Forgetting? A Critical Re-examination of Machine Unlearning Evaluation Protocols0
Learning to Unlearn while Retaining: Combating Gradient Conflicts in Machine Unlearning0
Node-level Contrastive Unlearning on Graph Neural Networks0
AMUN: Adversarial Machine UNlearning0
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