Optimizing Long-tailed Link Prediction in Graph Neural Networks through Structure Representation Enhancement.
Yakun WangDaixin WangHongrui LiuBinbin HuYingcui YanQiyang ZhangZhiqiang ZhangPublished in: KDD (2024)
Keyphrases
- link prediction
- random walk
- bipartite graph
- graph representation
- neural network
- graph mining
- network structure
- topological features
- network analysis
- social networks
- graph kernels
- social network analysis
- graph structure
- link formation
- graph theory
- link structure
- neighborhood structure
- multi relational
- topological map
- directed graph
- collaborative filtering
- proximity measures
- relational structures
- graph model
- complex networks
- markov chain
- graph data
- structured data
- entity resolution
- collective classification
- message passing