@article{timeseriesforecastingasreasoningaslow, title = {Time Series Forecasting as Reasoning: A Slow-Thinking Approach with Reinforced LLMs}, author = {Yucong Luo and Yitong Zhou and Mingyue Cheng and Jiahao Wang and Daoyu Wang and Tingyue Pan and Jintao Zhang}, year = {2025}, eprint = {2506.10630}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2506.10630v1}, }