Heterophily and Graph Neural Networks: Past, Present and Future.
Jiong ZhuYujun YanMark HeimannLingxiao ZhaoLeman AkogluDanai KoutraPublished in: IEEE Data Eng. Bull. (2023)
Keyphrases
- neural network
- graph structure
- artificial neural networks
- pattern recognition
- historical information
- long term
- structured data
- bipartite graph
- activation function
- multilayer perceptron
- real world
- neural network model
- back propagation
- recurrent neural networks
- data sets
- fuzzy logic
- random walk
- directed graph
- stable set
- weighted graph
- directed acyclic graph
- graph model
- spanning tree
- graph representation
- graph clustering
- graph search
- pattern mining
- self organizing maps
- sufficient conditions
- search algorithm
- training data
- decision making
- social networks
- learning algorithm
- genetic algorithm
- machine learning