@inproceedings{sun-etal-2026-binned, title = "Binned Relative Policy Optimization towards Efficient Thinking of {VLM}s", author = "Sun, ShuaiHang and Li, Zongzhao and Shi, Kai and Yang, Jun and Yang, Zhenyu and Lu, Haonan and Huang, Wenbing", editor = "Lee, Hung-Yi and Dev, Sunipa and Li, Jessy and Elliott, Desmond", booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026", month = oct, year = "2026", address = "Budapest, Hungary", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2026.findings-emnlp.1965/", pages = "41903--41918", ISBN = "979-8-89176-462-0" }