Revisiting graph neural networks and distance encoding from a practical view

Haoteng Yin, Yanbang Wang, Pan Li

Graph neural networks (GNNs) are widely used in the applications based on graph structured data, such as node classification and link prediction. However, GNNs are often used as a…