Awesome Long-sequence Forecasting Papers and Source Codes

iTransformer: Invert Your Time Series Forecasting Architecture for Better Scalability, Generalization, and Simplicity 1824

Time series forecasting is a foundational task across finance, energy, logistics, and digital platforms—yet traditional Transformer-based models often struggle with…

12/22/2025Long-sequence Forecasting, Multivariate Time Series Forecasting, Zero-shot Time Series Generalization