TimeExpert: Boosting Long Time Series Forecasting with Temporal Mix of Experts

Xiaowen Ma, Shuning Ge, Fan Yang +5

Transformer-based architectures dominate time series modeling by enabling global attention over all timestamps, yet their rigid 'one-size-fits-all' context aggregation fails to add…