Less is More: One-shot Subgraph Reasoning on Large-scale Knowledge Graphs.
Zhanke ZhouYongqi ZhangJiangchao YaoQuanming YaoBo HanPublished in: ICLR (2024)
Keyphrases
- knowledge base
- knowledge representation
- reasoning process
- domain knowledge
- graph databases
- deductive reasoning
- general knowledge
- labeled graphs
- graph mining
- expert systems
- commonsense knowledge
- small scale
- knowledge acquisition
- graph matching
- knowledge management
- graph classification
- knowledge processing
- model based reasoning
- data mining techniques
- reasoning processes
- incomplete knowledge
- subgraph matching
- bipartite graph
- prior knowledge
- graph properties
- description logics
- temporal knowledge
- probabilistic knowledge
- formal models
- past experience
- domain experts
- production rules
- structured light
- graph theory