@inproceedings{li-etal-2026-adapt, title = "{AD}a{PT}: Token-Level Decoupling for Efficient Large Reasoning Models", author = "li, Tingyun and Jiang, Zishang and Han, Jinyi and Wang, Xinyi and Jiang, Sihang and Xia, Han and Dai, Zhaoqian and Shuguang, Ma and Yu, Fei and Liang, Jiaqing and Xiao, Yanghua", 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.165/", pages = "3355--3369", ISBN = "979-8-89176-395-1" }