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most citedDetecting and analysing the topology of the cosmic web with spatial clustering algorithms I: Methods

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Analyzing the Effect of Embedding Norms and Singular Values to Oversmoothing in Graph Neural Networks

Dimitrios Kelesis, Dimitris Fotakis, Georgios Paliouras

In this paper, we study the factors that contribute to the effect of oversmoothing in deep Graph Neural Networks (GNNs). Specifically, our analysis is based on a new metric (Mean A…