@inproceedings{nooralahzadeh-etal-2026-universal, title = "Universal Boosts, Specific Suppressors: Sparse Autoencoder Steering of Medical Vision-Language Models", author = "Nooralahzadeh, Farhad and Gundersen, Benjamin and Deperrois, Nicolas and Matsuo, Hidetoshi and Nishio, Mizuho and Frauenfelder, Thomas and Allam, Ahmed and Bluethgen, Christian and Moor, Michael and Krauthammer, Michael", editor = "Zhang, Yue and Xu, Ruifeng and Purwarianti, Ayu and Rong, Tong and Suzuki, Jun", booktitle = "Proceedings of the 15th International Joint Conference on Natural Language Processing and the 5th Conference of the {A}sia-Pacific Chapter of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)", month = nov, year = "2026", address = "Hengqin, China", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2026.aacl-long.102/", pages = "2241--2263", ISBN = "979-8-89176-439-2" }