@article{multimodalcontinuousreasoningviaasymmetr, title = {Multimodal Continuous Reasoning via Asymmetric Mutual Variational Learning}, author = {Shijie Li and Yilin Gao and Siyuan Yang and Tieyuan Chen and Chaofan Gan and Zhihao He and Zicheng Zhao and Yuyu Guo and Weiyao Lin and Hang Yu}, year = {2026}, eprint = {2607.00461}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2607.00461}, }