Search Results for author: Devin Kreuzer

Found 2 papers, 1 papers with code

Rethinking Graph Transformers with Spectral Attention

1 code implementation NeurIPS 2021 Devin Kreuzer, Dominique Beaini, William L. Hamilton, Vincent Létourneau, Prudencio Tossou

Here, we present the $\textit{Spectral Attention Network}$ (SAN), which uses a learned positional encoding (LPE) that can take advantage of the full Laplacian spectrum to learn the position of each node in a given graph.

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