AGS-GNN: Attribute-guided Sampling for Graph Neural Networks

Siddhartha Shankar Das, S M Ferdous, Mahantesh M Halappanavar +2

We propose AGS-GNN, a novel attribute-guided sampling algorithm for Graph Neural Networks (GNNs) that exploits node features and connectivity structure of a graph while simultaneou…