Neo-GNNs: Neighborhood Overlap-aware Graph Neural Networks for Link Prediction.
Seongjun YunSeoyoon KimJunhyun LeeJaewoo KangHyunwoo J. KimPublished in: NeurIPS (2021)
Keyphrases
- link prediction
- random walk
- bipartite graph
- graph mining
- neural network
- network analysis
- link formation
- social network analysis
- social networks
- graph kernels
- multi relational
- graph model
- topological features
- link structure
- directed graph
- proximity measures
- neighborhood graph
- network structure
- structured data
- graph theory
- entity resolution
- collective classification
- complex networks
- neighborhood structure
- community detection
- missing links
- collaborative filtering
- supervised learning
- heterogeneous networks
- markov chain
- similarity measure
- weighted graph
- reinforcement learning
- class discrimination
- data sets