Baguan-TS: A Sequence-Native In-Context Learning Model for Time Series Forecasting with Covariates

Linxiao Yang, Xue Jiang, Gezheng Xu +9

Transformers enable in-context learning (ICL) for rapid, gradient-free adaptation in time series forecasting, yet most ICL-style approaches rely on tabularized, hand-crafted featur…