Forecasting traffic patterns is essential for smart city projects and the analysis of spatial-temporal data. Precise traffic flow forecasting can offer data-driven guidance and strategic planning for ...

With the rapid advancement of socioeconomic development and urbanization, urban vehicle populations have witnessed an exponential growth trend, accompanied by continuously increasing traffic volume.

As one of the most crucial topics in the recommendation system field, Point-of-Interest (POI) recommendation aims to recommending potential interesting POIs to users. Recently, graph neural networks ...