HoGRN: Explainable Sparse Knowledge Graph Completion via High-Order Graph Reasoning Network
Knowledge Graphs (KGs) are becoming increasingly essential infrastructures in many
applications while suffering from incompleteness issues. The KG Completion (KGC) task …
applications while suffering from incompleteness issues. The KG Completion (KGC) task …
MHPS: Multimodality-Guided Hierarchical Policy Search for Knowledge Graph Reasoning
C Gao, X Qin, P Zhang, Y He, X Huang… - ICASSP 2024-2024 …, 2024 - ieeexplore.ieee.org
Recently, path inference-based knowledge graph reasoning (KGR) methods have attracted
great attention due to their good performance and interpretability. However, as the number …
great attention due to their good performance and interpretability. However, as the number …
Structure-Information-Based Reasoning over the Knowledge Graph: A Survey of Methods and Applications
S Meng, J Zhou, XX Chen, Y Liu, F Lu, X Huang - ACM Transactions on … - dl.acm.org
The knowledge graph (KG) is an efficient form of knowledge organization and expression,
providing prior knowledge support for various downstream tasks, and has received …
providing prior knowledge support for various downstream tasks, and has received …