Utilizing Description Logics for Global Explanations of Heterogeneous Graph Neural Networks

Dominik Köhler, Stefan Heindorf

Graph Neural Networks (GNNs) are effective for node classification in graph-structured data, but they lack explainability, especially at the global level. Current research mainly u…