. [J]. Frontiers of Computer Science, 2025, 19(3): 193327.
Hangyu WANG, Jianghao LIN, Bo CHEN, Yang YANG, Ruiming TANG, Weinan ZHANG, Yong YU. Towards efficient and effective unlearning of large language models for recommendation. Front. Comput. Sci., 2025, 19(3): 193327.
C, Raffel N, Shazeer A, Roberts K, Lee S, Narang M, Matena Y, Zhou W, Li P J Liu . Exploring the limits of transfer learning with a unified text-to-text transformer. The Journal of Machine Learning Research, 2020, 21( 1): 140
2
L, Bourtoule V, Chandrasekaran C A, Choquette-Choo H, Jia A, Travers B, Zhang D, Lie N Papernot . Machine unlearning. In: Proceedings of 2021 IEEE Symposium on Security and Privacy. 2021, 141−159
3
C, Chen F, Sun M, Zhang B Ding . Recommendation unlearning. In: Proceedings of the ACM Web Conference 2022. 2022, 2768−2777
4
A, Golatkar A, Achille S Soatto . Eternal sunshine of the spotless net: Selective forgetting in deep networks. In: Proceedings of 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition. 2020, 9301−9309
5
V S, Chundawat A K, Tarun M, Mandal M Kankanhalli . Can bad teaching induce forgetting? Unlearning in deep networks using an incompetent teacher. In: Proceedings of the 37th AAAI Conference on Artificial Intelligence. 2023, 7210−7217
6
Chen J A, Yang D Y. Unlearn what you want to forget: Efficient unlearning for LLMs. In: Proceedings of 2023 Conference on Empirical Methods in Natural Language Processing. 2023, 12041−12052