Cross-attentive Cohesive Subgraph Embedding to Mitigate Oversquashing in GNNs

Tanvir Hossain, Muhammad Ifte Khairul Islam, Lilia Chebbah +2

Graph neural networks (GNNs) have achieved strong performance across various real-world domains. Nevertheless, they suffer from oversquashing, where long-range information is disto…