machine unlearning

Single Image Unlearning: Efficient Machine Unlearning in Multimodal Large Language Models NeurIPS 2024 SOUL: Unlocking the Power of Second-Order Optimization for LLM Unlearning EMNLP 2024 Towards Effective and General Graph Unlearning via Mutual Evolution AAAI 2024 Towards Robust Evaluation of Unlearning in LLMs via Data Transformations EMNLP 2024 Towards Safer Large Language Models through Machine Unlearning ACL 2024 ULMR: Unlearning Large Language Models via Negative Response and Model Parameter Average EMNLP 2024 Ungeneralizable Examples CVPR 2024 Unified Gradient-Based Machine Unlearning with Remain Geometry Enhancement NeurIPS 2024 UnlearnCanvas: Stylized Image Dataset for Enhanced Machine Unlearning Evaluation in Diffusion Models NeurIPS 2024 Unlearning from Weakly Supervised Learning IJCAI 2024 Unlearning Traces the Influential Training Data of Language Models ACL 2024 WAGLE: Strategic Weight Attribution for Effective and Modular Unlearning in Large Language Models NeurIPS 2024 What makes unlearning hard and what to do about it NeurIPS 2024 Boundary Unlearning: Rapid Forgetting of Deep Networks via Shifting the Decision Boundary CVPR 2023 Can Bad Teaching Induce Forgetting? Unlearning in Deep Networks Using an Incompetent Teacher AAAI 2023 Certified Minimax Unlearning with Generalization Rates and Deletion Capacity NeurIPS 2023 Controlling the Extraction of Memorized Data from Large Language Models via Prompt-Tuning ACL 2023 Deep Regression Unlearning ICML 2023 DEPN: Detecting and Editing Privacy Neurons in Pretrained Language Models EMNLP 2023 Disposable Transfer Learning for Selective Source Task Unlearning ICCV 2023 Efficiently Forgetting What You Have Learned in Graph Representation Learning via Projection AISTATS 2023 Efficient Model Updates for Approximate Unlearning of Graph-Structured Data ICLR 2023 Empirical Study of Federated Unlearning: Efficiency and Effectiveness ACML 2023 ERM-KTP: Knowledge-Level Machine Unlearning via Knowledge Transfer CVPR 2023 Fast Federated Machine Unlearning with Nonlinear Functional Theory ICML 2023