@inproceedings{toufikuzzaman-etal-2026-blade, title = "{BLADE}: Bilevel Low-rank Augmented-{L}agrangian Erasure for {LLM} Unlearning", author = "Toufikuzzaman, Md and Mousavi, Ahmad and Lee, Dongwon", editor = "Lee, Hung-Yi and Dev, Sunipa and Li, Jessy and Elliott, Desmond", booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing", month = oct, year = "2026", address = "Budapest, Hungary", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2026.emnlp-main.953/", pages = "21966--21987", ISBN = "979-8-89176-459-0" }