over-squashing

4 papers

• Effects of Dropout on Performance in Long-range Graph Learning Tasks
• Generative Graph Pattern Machine
• Over-squashing in Spatiotemporal Graph Neural Networks
• What Expressivity Theory Misses: Message Passing Complexity for GNNs