AGS-GNN: Attribute-guided Sampling for Graph Neural Networks.
Siddhartha Shankar DasS. M. FerdousMahantesh M. HalappanavarEdoardo SerraAlex PothenPublished in: KDD (2024)
Keyphrases
- neural network
- attributed graphs
- pattern recognition
- graph matching
- weighted graph
- graph representation
- structured data
- random walk
- artificial neural networks
- fuzzy logic
- sampling algorithm
- spanning tree
- random sampling
- bipartite graph
- monte carlo
- connected components
- attribute values
- genetic algorithm
- graph clustering
- graph partitioning
- graph structure
- regular expressions
- learning algorithm
- sample size
- graph databases
- back propagation
- particle filter
- query language
- sampling methods
- neural nets
- multilayer perceptron