Subgraphormer: Unifying Subgraph GNNs and Graph Transformers via Graph Products

Guy Bar-Shalom; Beatrice Bevilacqua; Haggai Maron

2024 ICML ICML 2024

Subgraphormer: Unifying Subgraph GNNs and Graph Transformers via Graph Products

Abstract

No abstract available. No abstract was captured for this paper when its proceedings were scraped - most often an older edition published without one online. How the corpus is built.

Authors

Guy Bar-Shalom, Beatrice Bevilacqua, Haggai Maron

Topics

Machine Learning > Core Methods > Representation Learning Deep Learning > Architectures > Graph Neural Networks Deep Learning > Techniques > Model Architecture

Keywords

attention mechanism graph transformer positional encoding product graph message-passing mechanisms subgraphormer

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