OOD Link Prediction Generalization Capabilities of Message-Passing GNNs in Larger Test Graphs.
Yangze ZhouGitta KutyniokBruno RibeiroPublished in: NeurIPS (2022)
Keyphrases
- message passing
- link prediction
- generalization capabilities
- bipartite graph
- belief propagation
- social network analysis
- social networks
- random walk
- graph kernels
- distributed systems
- probabilistic inference
- factor graphs
- complex networks
- inference in graphical models
- approximate inference
- formal specification
- collaborative filtering
- sum product algorithm
- network structure
- radial basis function
- markov random field
- entity resolution
- graph theory
- graphical models
- sum product
- feature selection
- dynamic aspects
- machine learning
- component based development
- link formation
- basis functions