Challenges in Scaling Graph Neural Networks (GNNs) to Large Graphs
Graph Neural Networks (GNNs) have shown great potential in processing graph-structured data, enabling advanced tasks such as node classification, link prediction, and graph classification. However, as the size of the graphs increases,…