Rethinking Urban Mobility Prediction: A Super-Multivariate Time Series Forecasting Approach
Published in , 2025
This paper presents the Super-Multivariate Urban Mobility Transformer (SUMformer), which utilizes a specially designed attention mechanism to calculate temporal and cross-variable correlations and reduce computational costs stemming from a large number of time series. 
