Shuang-Shuang Li

FTSformer: a financial-initiated multi-scale transformer with exogenous fusion for time series forecasting

This work proposes FTSformer, a novel financial-initiated multi-scale exogenous-fusion framework for time series forecasting that substantially outperforms existing baselines in terms of forecasting accuracy, training stability, and robustness to exogenous perturbations.