HyGGE: Hyperbolic graph attention network for reasoning over knowledge graphs.
Yuzhuo WangHongzhi WangWenbo LuYu YanPublished in: Inf. Sci. (2023)
Keyphrases
- random graphs
- graph theory
- graph matching
- knowledge base
- spanning tree
- graph theoretic
- reasoning process
- graph structure
- directed graph
- domain knowledge
- fully connected
- knowledge representation
- highly connected
- graph representation
- weighted graph
- dynamic networks
- small world
- minimum spanning tree
- graphical representation
- series parallel
- edge weights
- deductive reasoning
- finding the shortest path
- graph mining
- graph theoretical
- undirected graph
- graph databases
- graph structures
- graph construction
- densely connected
- adjacency matrix
- complex networks
- graph classification
- real world networks
- degree distribution
- average degree
- graph properties
- maximum clique
- labeled graphs
- directed edges
- reasoning mechanisms
- clustering coefficient
- protein interaction networks
- graph search
- graph data
- reachability queries
- graph partitioning
- graph model
- community structure
- dense subgraphs
- graph kernels
- social graphs
- graph isomorphism
- strongly connected
- maximal cliques
- community discovery
- power law
- link prediction
- structured data
- bayesian networks