Extensive Attention Mechanisms in Graph Neural Networks for Materials Discovery.
Guojing CongTalia Ben-NaimVictor FungAnshul GuptaRodrigo NeumannMathias SteinerPublished in: ICDM (Workshops) (2022)
Keyphrases
- neural network
- random walk
- pattern recognition
- knowledge discovery
- connected components
- neural network model
- graph theory
- learning materials
- graph representation
- back propagation
- directed graph
- graph structure
- bipartite graph
- data mining
- weighted graph
- graph partitioning
- directed acyclic graph
- graph model
- recurrent neural networks
- pattern discovery
- visual attention
- self organizing maps
- dependency graph
- fuzzy logic
- clustering algorithm
- genetic algorithm
- rule extraction
- graph theoretic
- graph structures
- graph based algorithm
- fuzzy systems
- multi layer
- multilayer perceptron
- computational models
- graph matching
- structured data
- machine learning