@inproceedings{tan-etal-2026-moaq, title = "{MOAQ}: A Multi-Scale Outlier-Aware Framework for Extreme Quantization of Large Language Models", author = "Tan, Jiaxi and Li, Xudong and Zhang, Yan and Ji, Jiayi and Zheng, Xiawu and Shen, Yunhang and Li, Ke and Cao, Liujuan", editor = "Lee, Hung-Yi and Dev, Sunipa and Li, Jessy and Elliott, Desmond", booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing", month = oct, year = "2026", address = "Budapest, Hungary", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2026.emnlp-main.1434/", pages = "32762--32781", ISBN = "979-8-89176-459-0" }