SCARA: Scalable Graph Neural Networks with Feature-Oriented Optimization.
Ningyi LiaoDingheng MoSiqiang LuoXiang LiPengcheng YinPublished in: Proc. VLDB Endow. (2022)
Keyphrases
- neural network
- global optimization
- graph representation
- neural network model
- optimization problems
- genetic algorithm
- graph model
- graph theory
- highly non linear
- optimization algorithm
- graph structure
- image features
- feed forward
- artificial neural networks
- graph based algorithm
- graph theoretic
- pattern recognition
- fuzzy logic
- directed graph
- random walk
- feature vectors
- graph matching
- radial basis function
- multi layer
- optimization process
- constrained optimization
- graph mining
- pairwise
- graph databases
- fault diagnosis
- structured data
- preprocessing stage
- graphical models