@inproceedings{cheng-etal-2026-omni, title = "Omni-R1: Towards the Unified Generative Paradigm for Multimodal Reasoning", author = "Cheng, Dongjie and Li, Yongqi and Ma, Zhixin and Cai, Hongru and Hu, Yupeng and Wang, Wenjie and Nie, Liqiang and Li, Wenjie", 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.1937/", pages = "38907--38924", ISBN = "979-8-89176-395-1" }