Structural Preservation and the Logical Expressiveness of Graph Neural Networks

Przemysław Andrzej Wałęga, Bernardo Cuenca Grau

Bridges between graph neural networks (GNNs) and logical formalisms have been established by fixing architectural choices, such as the types of aggregation, combination, and activa…