Auto-HeG: Automated Graph Neural Network on Heterophilic Graphs.
Xin ZhengMiao ZhangChunyang ChenQin ZhangChuan ZhouShirui PanPublished in: WWW (2023)
Keyphrases
- neural network
- graph representation
- graph theory
- directed graph
- graph structure
- graph mining
- labeled graphs
- graph matching
- graph databases
- weighted graph
- undirected graph
- graph construction
- adjacency matrix
- graph theoretic
- graph clustering
- graph search
- graph model
- graph data
- graph structures
- graph theoretical
- graph classification
- graph properties
- graph partitioning
- random graphs
- series parallel
- graph kernels
- graph isomorphism
- subgraph isomorphism
- bipartite graph
- dynamic graph
- spanning tree
- structural pattern recognition
- minimum spanning tree
- graph transformation
- artificial neural networks
- inexact graph matching
- maximum cardinality
- back propagation
- edge weights
- reachability queries
- maximum common subgraph
- evolving graphs
- directed acyclic graph
- web graph
- polynomial time complexity
- structured data
- graph representations
- graph drawing
- topological information
- planar graphs
- graph embedding
- neural network model
- finding the shortest path
- connected graphs
- disk resident
- directed acyclic
- massive graphs
- connected dominating set
- real world graphs
- random walk
- maximal cliques
- social graphs
- maximum independent set
- small world
- community discovery
- bounded degree
- bounded treewidth
- attributed graphs
- densely connected
- maximum clique
- average degree
- spectral decomposition
- query graph
- neighborhood graph
- graph patterns
- quasi cliques
- link analysis
- community detection
- np complete
- knn
- social networks