Graph Neural Networks for Link Prediction with Subgraph Sketching.
Benjamin Paul ChamberlainSergey ShirobokovEmanuele RossiFabrizio FrascaThomas MarkovichNils Yannick HammerlaMichael M. BronsteinMax HansmirePublished in: ICLR (2023)
Keyphrases
- link prediction
- graph mining
- neural network
- random walk
- bipartite graph
- social networks
- graph databases
- social network analysis
- graph data
- network analysis
- graph clustering
- link formation
- community detection
- network structure
- multi relational
- biological networks
- complex networks
- maximum weight
- link structure
- edge weights
- graph kernels
- topological features
- collaborative filtering
- labeled graphs
- supervised learning
- missing links
- graph properties
- subgraph isomorphism
- community discovery
- factor graph model
- pairwise
- entity resolution
- heterogeneous networks
- social ties
- location prediction
- directed graph
- web graph