An Empirical Study of the Expressiveness of Graph Kernels and Graph Neural Networks

Giannis Nikolentzos, George Panagopoulos, Michalis Vazirgiannis. An Empirical Study of the Expressiveness of Graph Kernels and Graph Neural Networks. In Igor Farkas, Paolo Masulli, Sebastian Otte, Stefan Wermter, editors, Artificial Neural Networks and Machine Learning - ICANN 2021 - 30th International Conference on Artificial Neural Networks, Bratislava, Slovakia, September 14-17, 2021, Proceedings, Part III. Volume 12893 of Lecture Notes in Computer Science, pages 139-150, Springer, 2021. [doi]

Abstract

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