Are Graph Convolutional Networks With Random Weights Feasible?
Changqin HuangMing LiFeilong CaoHamido FujitaZhao LiXindong WuPublished in: IEEE Trans. Pattern Anal. Mach. Intell. (2023)
Keyphrases
- edge weights
- random walk
- linear combination
- directed graph
- weighted graph
- highly connected
- community discovery
- graph theoretic
- graph representation
- social networks
- dynamic networks
- social graphs
- average degree
- weighted sum
- graph structure
- complex networks
- graph model
- directed acyclic graph
- network analysis
- graph theory
- neural network
- small world
- graph structures
- shortest path
- fully connected
- overlapping communities
- link formation
- network topologies
- deep learning
- random graphs
- graph partitioning
- undirected graph
- connected components