On the Stability of Expressive Positional Encodings for Graph Neural Networks.
Yinan HuangWilliam LuJoshua RobinsonYu YangMuhan ZhangStefanie JegelkaPan LiPublished in: CoRR (2023)
Keyphrases
- neural network
- pattern recognition
- graph representation
- orders of magnitude
- graph theory
- lyapunov function
- artificial neural networks
- weighted graph
- fuzzy logic
- random walk
- back propagation
- bipartite graph
- recurrent neural networks
- neural network model
- graph structure
- multilayer perceptron
- self organizing maps
- structured data
- reinforcement learning
- directed graph
- constraint satisfaction problems
- state space
- multi layer
- directed acyclic graph
- graph mining
- graph model
- stability analysis
- genetic algorithm