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Unsupervised Learning of 3-colorings using Simplicial Higher-Order Neural Networks
Lucas Laird · Robin Walters · Wolfgang Gatterbauer
Event URL: https://openreview.net/forum?id=fO2VDz41ET »

We propose Higher-Order Networks (HONs) for historically challenging problems for Graph Neural Networks (GNNs), such as Constraint Satisfaction Problems (CSPs). We apply a simple extension of GNNs to HONs and show its advantages for solving 3-coloring.

Author Information

Lucas Laird
Robin Walters (Northeastern University)
Wolfgang Gatterbauer (Northeastern University)

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