LPEdit: Locality-Preserving Knowledge Editing for MultiModal Large Language Models.

@inproceedings{zhang-2026-lpedit, author = {Tianyu Zhang and Junfeng Fang and Houcheng Jiang and Xingyu Zhu and Xiang Wang and Xiangnan He}, editor = {Hakim Hacid and Yoelle Maarek and Francesco Bonchi and Ido Guy and Emine Yilmaz}, title = {{LPEdit: Locality-Preserving Knowledge Editing for MultiModal Large Language Models}}, 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 = {8425--8428}, publisher = {ACM}, year = {2026}, url = {https://doi.org/10.1145/3774904.3792876}, doi = {https://doi.org/10.1145/3774904.3792876} }