WAGLE: Strategic Weight Attribution for Effective and Modular Unlearning in Large Language ModelsJinghan JiaJiancheng Liuet al.2024NeurIPS 2024
FedKDD: International Joint Workshop on Federated Learning for Data Mining and Graph AnalyticsJunyuan HongCarl Yanget al.2024KDD 2024
Split, Unlearn, Merge: Leveraging Data Attributes for More Effective Unlearning in LLMsSwanand Ravindra KadheFarhan Ahmedet al.2024ICML 2024
Machine Unlearning in Computer Vision: Foundations and ApplicationsSijia LiuYang Liuet al.2024CVPR 2024
Is Federated Learning Still Alive in the Foundation Model Era?Nathalie Baracaldo Angel2024AAAI-SS 2024
Forcing Generative Models to Degenerate Ones: The Power of Data Poisoning AttacksShuli JiangSwanand Ravindra Kadheet al.2023NeurIPS 2023
FairSISA: Ensemble Post-Processing to Improve Fairness of Unlearning in LLMsSwanand Ravindra KadheAnisa Halimiet al.2023NeurIPS 2023