@inproceedings{park-etal-2026-quantization, title = "Quantization Breaks the Format: How Weight Compression Undermines Chat Format Safety in On-Device {LLM}", author = "Park, JuneYoung and Kim, Seongwan and Lee, Jaeho", editor = "Atanasova, Pepa and Haffari, Gholamreza and Wang, Minghan", booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track", month = oct, year = "2026", address = "Budapest, Hungary", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2026.emnlp-industry.37/", pages = "626--640", ISBN = "979-8-89176-460-6" }