@inproceedings{shi-etal-2026-exploration, title = "Exploration-Exploitation Reshaping towards Efficient Reasoning for Large Language Models", author = "Shi, Yufeng and Luo, Weilin and Zhang, Yuxiang and Zhang, Zongmeng and Liu, Haoyang and Wang, Yubing and Wang, Bin and Zhou, Wengang and Li, Houqiang", editor = "Liakata, Maria and Moreira, Viviane P. and Zhang, Jiajun and Jurgens, David", booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026", month = jul, year = "2026", address = "San Diego, California, United States", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1520/", pages = "30392--30407", ISBN = "979-8-89176-395-1" }