@inproceedings{fang-etal-2026-beyond-superficial, title = "Beyond Superficial Unlearning: Sharpness-Aware Robust Erasure of Hallucinations in Multimodal {LLM}s", author = "Fang, Xianya and Ren, Feiyang and Chen, Xiang and Tian, Yu and Bi, Zhen and Yu, Haiyang and Huang, Sheng-Jun", 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.2352/", pages = "53419--53437", ISBN = "979-8-89176-459-0" }