Why Deeper Graph Neural Network Performs Worse? Discussion and Improvement About Deep GNNs.
Yuta YajimaAkihiro InokuchiPublished in: ICANN (2) (2022)
Keyphrases
- neural network
- back propagation
- pattern recognition
- random walk
- graph theory
- graph representation
- artificial neural networks
- significant improvement
- directed acyclic graph
- weighted graph
- connected components
- neural network model
- graph structure
- graph clustering
- network architecture
- graph model
- dependency graph
- neural network is trained
- genetic algorithm
- directed graph
- self organizing maps
- structured data
- knn
- training algorithm
- neural nets
- fuzzy neural network
- literature review
- graph theoretic
- probabilistic model