@inproceedings{wang-etal-2026-visually, title = "Visually-Guided Policy Optimization for Multimodal Reasoning", author = "Wang, Zengbin and Xiong, Feng and Lin, Liang and Hu, Xuecai and Wang, Yong and Wang, Yanlin and Zhang, Man and Chu, Xiangxiang", editor = "Liakata, Maria and Moreira, Viviane P. and Zhang, Jiajun and Jurgens, David", booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)", month = jul, year = "2026", address = "San Diego, California, United States", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.301/", pages = "6646--6664", ISBN = "979-8-89176-390-6" }