Shihao Lu

MSCGrapher: Learning Multi-Scale Dynamic Correlations for Multivariate Time Series Forecasting

Efficient learning intra-series and inter-series correlations is essential for multivariate time series forecasting (MTSF). However, in real-world scenarios, persistent and significant inter-series correlations are challenging to be represented in a static way and the strength of correlations varies