DiffusionE: Reasoning on Knowledge Graphs via Diffusion-based Graph Neural Networks.
Zongsheng CaoJing LiZigan WangJinliang LiPublished in: KDD (2024)
Keyphrases
- neural network
- knowledge base
- graph theory
- graph representation
- graph structure
- graph matching
- knowledge representation
- weighted graph
- directed graph
- graph model
- graph mining
- graph theoretic
- graph construction
- graph databases
- knowledge acquisition
- graph properties
- structural pattern recognition
- spanning tree
- graph classification
- expert systems
- reasoning process
- graph structures
- pattern recognition
- graph search
- deductive reasoning
- labeled graphs
- reasoning mechanisms
- subgraph isomorphism
- bipartite graph
- graph clustering
- knowledge management
- graph partitioning
- adjacency matrix
- artificial neural networks
- graph theoretical
- domain knowledge
- web graph
- finding the shortest path
- directed acyclic
- reachability queries
- fuzzy logic
- maximum clique
- undirected graph
- graph patterns
- attributed graphs
- planar graphs
- community discovery
- small world
- graph kernels