@inproceedings{tan-etal-2026-q, title = "{Q}-realign: Piggybacking Realignment on Quantization for Safe and Efficient {LLM} Deployment", author = "Tan, Qitao and Song, Xiaoying and Cheng, Ningxi and Liu, Ninghao and Zhai, Xiaoming and Hong, Lingzi and Wang, Yanzhi and Xiang, Zhen and Yuan, Geng", 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.63/", pages = "1276--1291", ISBN = "979-8-89176-462-0" }