Recent augmentation-based methods showed that message-passing (MP) neural networks often perform poorly on low-degree nodes, leading to degree biases due to a lack of messages reaching low-degree ...
Abstract: Grouping the vertex of the graph into sets of certain sizes such that minimum number of edges cross between the sets is called graph partitioning. This NP (Non-deterministic Polynomial time) ...