Non-attributed Graphs

On Positional and Structural Node Features for Graph Neural Networks on Non-attributed Graphs (Spotlight)

Graph neural networks (GNNs) have been widely used in various graph-related problems such as node classification and graph classification, where the superior performance is mainly established when natural node features are available.