StateFlow: Dual-State Recurrent Modeling for Long-Horizon Time Series Forecasting

Haroon Gharwi, Yue Dai, Kai Shu

Long-horizon multivariate time series forecasting (LTSF) remains challenging due to non-stationarity, regime shifts, and error accumulation. The Variability-Aware Recursive Neural…