Hunt the papertiger of graph neural networks (GNNs), intuitively, mathematically, implementably Table of Contents ToggleGraph neural networksOne single big graphMany nonisomorphic graphsMany isomorphic graphs Graph neural networks (1) (2) One single big graph Many nonisomorphic graphs Many isomorphic graphs