@article{finstartowardsfinancialreasoningwithtime, title = {FinSTaR: Towards Financial Reasoning with Time Series Reasoning Models}, author = {Seunghan Lee and Jun Seo and Jaehoon Lee and Sungdong Yoo and Minjae Kim and Tae Yoon Lim and Dongwan Kang and Hwanil Choi and Soonyoung Lee and Wonbin Ahn}, year = {2026}, eprint = {2605.03460}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2605.03460}, }