2024
HONGAT: Graph Attention Networks in the Presence of High-Order Neighbors
AAAI 2024technical
Graph Attention Networks (GATs) that compute node representation by its lower-order neighbors, are state-of-the-art architecture for representation learning with graphs. In practice, however, the high-order neighbors that turn out to be useful, remain largely unemployed in GATs. Efforts on this issu…