Certifiable Robustness of Graph Convolutional Networks under Structure Perturbations.
Daniel ZügnerStephan GünnemannPublished in: KDD (2020)
Keyphrases
- graph structure
- network structure
- graph structures
- graph theory
- dynamic networks
- graph representation
- tree shaped
- structural information
- dependency graph
- network properties
- directed graph
- complex networks
- tree structure
- random walk
- directed acyclic
- spanning tree
- average degree
- dynamic graph
- fully connected
- small world
- power law
- graphical representation
- neural network
- graph databases
- social network analysis
- graphical models
- social networks