Towards Practical LLM Unlearning: Efficient, Modular, and Retain-Free.

@inproceedings{liu-2026-towards, author = {Peng Liu and Peng-Fei Zhang and Jianfeng Qu and Ximing Li and Zhixu Li and Pengpeng Zhao}, editor = {Hakim Hacid and Yoelle Maarek and Francesco Bonchi and Ido Guy and Emine Yilmaz}, title = {{Towards Practical LLM Unlearning: Efficient, Modular, and Retain-Free}}, booktitle = {{Proceedings of the ACM Web Conference 2026, WWW 2026, Dubai, United Arab Emirates, originally scheduled for April 13-17, 2026, rescheduled for June 29 - July 3, 2026}}, pages = {2846--2857}, publisher = {ACM}, year = {2026}, url = {https://doi.org/10.1145/3774904.3792324}, doi = {https://doi.org/10.1145/3774904.3792324} }