@inproceedings{emnlp2026a, author = {Yuanhao Yue and Chengyu Wang and Yuanjie Lyu and Lei Shen and Jun Huang}, title = {{O}mni{T}hought{V}is: A Scalable Distillation Pipeline for Deployable Multimodal Reasoning Models}, booktitle = {Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track}, pages = {225--239}, year = {2026} }