GAIN: Graph Attention & Interaction Network for Inductive Semi-Supervised Learning over Large-scale Graphs.
Yunpeng WengXu ChenLiang ChenWei LiuPublished in: CoRR (2020)
Keyphrases
- semi supervised learning
- graph construction
- graph based semi supervised learning
- semi supervised
- semi supervised classification
- label propagation
- unlabeled data
- machine learning
- labeled data
- supervised learning
- unsupervised learning
- neighborhood graph
- k nearest neighbor
- co training
- graph kernels
- spanning tree
- active learning
- directed graph
- weighted graph
- training data
- edge weights
- real world
- knn
- complex networks
- manifold regularization
- degree distribution
- graph structure
- graph mining
- network structure
- real world networks
- pattern recognition
- semi supervised learning methods
- protein interaction networks
- graph laplacian
- dimensionality reduction
- prior knowledge
- spectral clustering
- multi label
- bipartite graph
- random walk
- pairwise