@inproceedings{cheng-etal-2024-optimize, title = "Optimize Weight Rounding via Signed Gradient Descent for the Quantization of {LLM}s", author = "Cheng, Wenhua and Zhang, Weiwei and Shen, Haihao and Cai, Yiyang and He, Xin and Kaokao, Lv and Liu, Yi", editor = "Al-Onaizan, Yaser and Bansal, Mohit and Chen, Yun-Nung", booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2024", month = nov, year = "2024", address = "Miami, Florida, USA", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/Add-Cong-Liu-Florida-Atlantic-University-author-id/2024.findings-emnlp.662/", doi = "10.18653/v1/2024.findings-emnlp.662", pages = "11332--11350" }