Sep 2026
SFKH-GC: Harnessing the Power of Full-Neighborhoods Information for Large-Scale Attributed-Graph Learning
Yao-Wen Hu, Wen-Xuan Tu, Xi-Hong Yang et al.
· IEEE transactions on circuit... · 0 citations
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Sep 2026
Align Entities With Ontologies: LLM-Enhanced Inductive Subgraph Reasoning Over Ontology-Based Knowledge Graphs.
Ontology-based Knowledge Graphs (KGs) augment entity representation through additional semantic information, facilitating link prediction for unseen entities through predefined ontology libraries. While most existing knowledge graph representation learning methods predominantly focus on co-optimizing both entities and...
Hao Li, K. Liang, Lingyuan Meng et al.
· IEEE Transactions on Pattern... · 0 citations