Exploring Over-smoothing in Graph Attention Networks from the Markov Chain Perspective

Weichen Zhao, Chenguang Wang, Congying Han, Tiande Guo. Exploring Over-smoothing in Graph Attention Networks from the Markov Chain Perspective. In Proceedings of the International Conference on Frontiers of Artificial Intelligence and Machine Learning, FAIML 2023, Beijing, China, April 14-16, 2023. pages 282-288, ACM, 2023. [doi]

Abstract

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