Edge Entropy as an Indicator of the Effectiveness of GNNs over CNNs for Node Classification

Lavender Yao Jiang, John Shi, Mark Cheung, Oren Wright, José M. F. Moura. Edge Entropy as an Indicator of the Effectiveness of GNNs over CNNs for Node Classification. In Michael B. Matthews, editor, 54th Asilomar Conference on Signals, Systems, and Computers, ACSCC 2020, Pacific Grove, CA, USA, November 1-4, 2020. pages 746-750, IEEE, 2020. [doi]

Abstract

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