@inproceedings{gao-etal-2025-bypass, title = "Bypass Back-propagation: Optimization-based Structural Pruning for Large Language Models via Policy Gradient", author = "Gao, Yuan and Liu, Zujing and Zhang, Weizhong and Du, Bo and Xia, Gui-Song", editor = "Che, Wanxiang and Nabende, Joyce and Shutova, Ekaterina and Pilehvar, Mohammad Taher", booktitle = "Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)", month = jul, year = "2025", address = "Vienna, Austria", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/ingestion-acl-25/2025.acl-long.1421/", pages = "29356--29377", ISBN = "979-8-89176-251-0" }