2 papers
cs.LG2020
Scalable Graph Neural Networks via Bidirectional Propagation
Ming Chen, Zhewei Wei, Bolin Ding +4
Graph Neural Networks (GNN) is an emerging field for learning on non-Euclidean data. Recently, there has been increased interest in designing GNN that scales to large graphs. Most…
cs.DS2020
Exact Single-Source SimRank Computation on Large Graphs
Hanzhi Wang, Zhewei Wei, Ye Yuan +2
SimRank is a popular measurement for evaluating the node-to-node similarities based on the graph topology. In recent years, single-source and top- SimRank queries have received…