Comprehensive Graph Gradual Pruning for Sparse Training in Graph Neural Networks

Chuang Liu, Xueqi Ma, Yibing Zhan +5

Graph Neural Networks (GNNs) tend to suffer from high computation costs due to the exponentially increasing scale of graph data and the number of model parameters, which restricts…