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Graph Attention Networks
,
Petar Veličković, Guillem Cucurull, Arantxa Casanova, Adriana Romero, Pietro Liò, Yoshua Bengio.
(2020)
Publication
Abstract
A novel approach to processing graph-structured data by neural networks, leveraging attention over a node's neighborhood. Achieves state-of-the-art results on transductive citation network tasks...
Content citing this item
Pill
Rethinking Graph Transformers with Spectral Attention
Positional encodings based on the spectrum of the graph laplacian are proposed as a way to generalize global attention transformers to …
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