S${}^3$GNN: Efficient Global Mixing and Local Message Passing for Long-Range Graph Learning

Dai Shi, Luke Thompson, Linhan Luo +4

Message-passing neural networks (MPNNs) often suffer from an information bottleneck when capturing long-range dependencies, leading to the oversquashing (OSQ) phenomenon. Alongside…