Demystifying Oversmoothing in Attention-Based Graph Neural Networks.
Xinyi WuAmir AjorlouZihui WuAli JadbabaiePublished in: NeurIPS (2023)
Keyphrases
- neural network
- pattern recognition
- artificial neural networks
- back propagation
- graph theory
- graph structure
- random walk
- directed acyclic graph
- fuzzy logic
- structured data
- search engine
- directed graph
- fuzzy systems
- focus of attention
- visual attention
- neural network model
- genetic algorithm
- recurrent neural networks
- bipartite graph
- graph theoretic
- graph data
- multilayer perceptron
- graph construction
- graph search
- adjacency matrix
- dependency graph
- network architecture
- graph model
- weighted graph
- social network analysis
- fault diagnosis
- expert systems
- reinforcement learning
- data mining