@inproceedings{ni-etal-2026-lora, title = "Is {L}o{RA} Robust to Adversarial Attacks? Expectation-Based Regularization for Parameter-Efficient Adversarial Training", author = "Ni, Mingze and Gong, Yongshun and Yang, Xinghao and Liu, Wei", editor = "Lee, Hung-Yi and Dev, Sunipa and Li, Jessy and Elliott, Desmond", booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026", month = oct, year = "2026", address = "Budapest, Hungary", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2026.findings-emnlp.1638/", doi = "10.18653/2026.findings-emnlp.1638", pages = "34848--34861", ISBN = "979-8-89176-462-0" }