@inproceedings{diao-etal-2026-addressing, title = "Addressing Overthinking in Large Vision-Language Models via Gated Perception-Reasoning Optimization", author = "Diao, Xingjian and Liu, Zheyuan and Zhang, Chunhui and Wu, Weiyi and Kong, Keyi and Shi, Lin and Ding, Kaize and Vosoughi, Soroush and Gui, Jiang", 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.215/", pages = "4393--4410", ISBN = "979-8-89176-395-1" }