@inproceedings{liu-etal-2026-neat, title = "{NEAT}: Neuron-Based Early Exit for Large Reasoning Models", author = "Liu, Kang and Liu, YongKang and Yang, Xiaocui and Wang, Peidong and Zhang, Wen and Feng, Shi and Zhang, Yifei and Wang, Daling", 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.1231/", pages = "24616--24627", ISBN = "979-8-89176-395-1" }