Author

Kubilay Atasu

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Random Probing for Structural Self-Interactions in Graph Neural Networks

DIAL, a message-passing layer that gives nodes access to graph structure through the diagonal of graph-derived operators, is introduced, which uses randomized probing to provide nodes with learnable, permutation equivariant access to diagonal entries.

Saku Peltonen, H. Bilgi, Kubilay Atasu · 0 citations