A Topological Perspective on Demystifying GNN-Based Link Prediction Performance.
Yu WangTong ZhaoYuying ZhaoYunchao LiuXueqi ChengNeil ShahTyler DerrPublished in: ICLR (2024)
Keyphrases
- link prediction
- topological features
- social networks
- social network analysis
- random walk
- network analysis
- bipartite graph
- multi relational
- link structure
- graph mining
- complex networks
- network structure
- collaborative filtering
- entity resolution
- supervised learning
- heterogeneous networks
- collective classification
- topological properties
- missing links
- decision trees
- online social networks
- social ties
- link formation
- community structure
- markov chain
- semi supervised
- information extraction
- feature space
- class discrimination