Graph Clustering with Graph Neural Networks

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TL;DR
End-to-end graph clustering with graph neural networks.
In this paper:
- We introduce an end-to-end unsupervised clustering module for GNNs.
- We make a thorough empirical study of performance on synthetic graphs in various regimes.
- We show that on real graphs we obtain state-of-the-art performance.