@inproceedings{zhang-etal-2026-beyond-outliers, title = "Beyond Outliers: A Data-Free Layer-wise Mixed-Precision Quantization Approach Driven by Numerical and Structural Dual-Sensitivity", author = "Zhang, Hengyuan and Chen, Xinrong and Su, Zunhai and Liang, Xiao and Xiong, Jing and XU, Wendong and Xiao, He and Tao, Chaofan and Zhang, Wei and Xie, Ruobing and Jiang, Lei and So, Hayden Kwok-Hay and Wong, Ngai", 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.1106/", pages = "25342--25359", ISBN = "979-8-89176-459-0" }