Every Locale Has Its Rhythm: Endow Time-Series Transformers with Spatial Insights for Long-term Spatio-Temporal Forecasting
Transformers have demonstrated promise in time-series forecasting, attributed to their superior capability of capturing temporal dependencies. Nevertheless, prevailing transformer models predominantly concentrate on the temporal dependencies within single-/multi-variate time series. This focus results in insufficient c...