@article{regularvariationallatentreasoningguidedb, title = {ReGuLaR: Variational Latent Reasoning Guided by Rendered Chain-of-Thought}, author = {Fanmeng Wang and Haotian Liu and Guojiang Zhao and Hongteng Xu and Zhifeng Gao}, year = {2026}, eprint = {2601.23184}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2601.23184}, }