A Theory of Link Prediction via Relational Weisfeiler-Leman on Knowledge Graphs.
Xingyue HuangMiguel RomeroIsmail Ilkan CeylanPablo BarcelóPublished in: NeurIPS (2023)
Keyphrases
- link prediction
- graph mining
- bipartite graph
- multi relational
- collective classification
- topological features
- social networks
- random walk
- social network analysis
- network analysis
- graph kernels
- relational databases
- link structure
- relational data
- graph matching
- community detection
- network structure
- supervised learning
- pairwise
- complex networks
- structured data
- collaborative filtering
- heterogeneous networks
- graph data
- real world networks
- probabilistic model
- active learning