A Topological Perspective on Demystifying GNN-Based Link Prediction Performance.
Yu WangTong ZhaoYuying ZhaoYunchao LiuXueqi ChengNeil ShahTyler DerrPublished in: CoRR (2023)
Keyphrases
- link prediction
- topological features
- social network analysis
- social networks
- random walk
- network analysis
- bipartite graph
- multi relational
- complex networks
- network structure
- graph mining
- collaborative filtering
- link structure
- collective classification
- topological properties
- community detection
- proximity measures
- heterogeneous networks
- social ties
- graph kernels
- entity resolution
- machine learning
- supervised learning