Guangxiong Chen

Revolutionizing Graph Aggregation: From Suppression to Amplification via BoostGCN

Graph Convolutional Networks (GCNs) based on linear aggregation have been widely applied across various domains due to their exceptional performance. To enhance performance, these networks often utilize the graph Laplacian norm to suppress the propagation of information from first-order neighbors.…