@article{baguantsasequencenativeincontextlearning, title = {Baguan-TS: A Sequence-Native In-Context Learning Model for Time Series Forecasting with Covariates}, author = {Linxiao Yang and Xue Jiang and Gezheng Xu and Tian Zhou and Min Yang and ZhaoYang Zhu and Linyuan Geng and Zhipeng Zeng and Qiming Chen and Xinyue Gu and Rong Jin and Liang Sun}, year = {2026}, eprint = {2603.17439}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2603.17439}, }