@inproceedings{huang-etal-2026-mgpo, title = "{MGPO}: Thinking with Images via Multi-Turn Grounding-Based Reinforcement Learning", author = "Huang, Xinyu and Dong, Yuhao and Tian, Weiwei and Li, Bo and Feng, Rui and Liu, Ziwei", 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.18/", pages = "383--399", ISBN = "979-8-89176-395-1" }