GAIN: Graph Attention & Interaction Network for Inductive Semi-Supervised Learning Over Large-Scale Graphs.
Yunpeng WengXu ChenLiang ChenWei LiuPublished in: IEEE Trans. Knowl. Data Eng. (2022)
Keyphrases
- semi supervised learning
- graph construction
- graph based semi supervised learning
- semi supervised
- label propagation
- semi supervised classification
- unlabeled data
- labeled data
- machine learning
- spanning tree
- graph kernels
- unsupervised learning
- neighborhood graph
- graph structure
- directed graph
- knn
- supervised learning
- k nearest neighbor
- active learning
- manifold regularization
- semi supervised learning methods
- graph laplacian
- graph clustering
- bipartite graph
- link prediction
- spectral clustering
- complex networks
- degree distribution
- adjacency matrix
- co training
- semi supervised learning algorithms
- training data
- social networks
- real world
- graph mining
- labeled and unlabeled data
- edge weights
- weighted graph
- network structure
- class labels
- pairwise
- protein interaction
- decision trees
- semi supervised clustering
- undirected graph
- metric learning
- social network analysis
- maximum likelihood
- multi view
- principal component analysis