@inproceedings{hu-etal-2025-mlwq, title = "{MLWQ}: Efficient Small Language Model Deployment via Multi-Level Weight Quantization", author = "Hu, Chun and He, Junhui and Wu, Shangyu and He, Yuxin and Xue, Chun Jason and Li, Qingan", editor = "Christodoulopoulos, Christos and Chakraborty, Tanmoy and Rose, Carolyn and Peng, Violet", booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing", month = nov, year = "2025", address = "Suzhou, China", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/ingest-emnlp/2025.emnlp-main.408/", pages = "8078--8088", ISBN = "979-8-89176-332-6" }