NF-VGA: Incorporating Normalizing Flows into Graph Variational Autoencoder for Embedding Attribute Networks.
Hongyu ShanDi JinPengfei JiaoZiyang LiuBingyi LiYuxiao HuangPublished in: ICDM (2020)
Keyphrases
- graph embedding
- graph theory
- edge weights
- graph layout
- small world
- attribute values
- fully connected
- weighted graph
- social networks
- graph model
- directed graph
- degree distribution
- complex networks
- standard deviation
- network structure
- overlapping communities
- directed acyclic graph
- average degree
- community discovery
- protein interaction networks
- spectral embedding
- image segmentation
- graph representation
- network analysis
- connected components
- random walk
- dynamic range
- graph clustering
- random graphs
- graph structures
- graph databases
- graph structure
- dynamic networks
- bipartite graph
- text fragments
- vector space
- database design
- optical flow