Feature Overcorrelation in Deep Graph Neural Networks: A New Perspective.
Wei JinXiaorui LiuYao MaCharu C. AggarwalJiliang TangPublished in: KDD (2022)
Keyphrases
- neural network
- graph theoretic
- artificial neural networks
- pattern recognition
- structured data
- graph structure
- graph construction
- machine learning
- fuzzy logic
- graph representation
- random walk
- graph model
- neural nets
- data sets
- feature maps
- graph based algorithm
- directed acyclic graph
- neural network model
- directed graph
- feature vectors
- genetic algorithm
- graph matching
- feature subset
- multi layer
- fuzzy systems
- graph mining
- feature representation
- graph databases
- feature set
- image features
- deep learning
- object recognition