Graph Mining

Scaling graph representation learning algorithms in an implementation agnostic fashion
Role Discovery in Graphs Using Global Features: Algorithms, Applications and a Novel Evaluation Strategy
Predicting Novel Metabolic Pathways through Subgraph Mining