Mincheol Shin

WalkGCN: a biased sampling strategy for GNNs on non-attributed graphs

2025 · Journal Of Big Data

Graph Neural Networks (GNNs) typically assume the presence of node attributes to capture interactions in a graph structure. However, real-world graph data often has incomplete or completely-missing attribute information. GNN approaches to dealing with incomplete …