Propagation on Multi-relational Graphs for Node Regression

Multi-relational Propagation (MrP) suggests a propagation approach designed for CONTINUOUS labels, and how to complete them on multi-relational and directed graphs.

Node Attribute Completion in Knowledge Graphs with Multi-Relational Propagation

In this study, we address the incompleteness in the numerical node attributes of a knowledge graph. We propose the algorithm MrAP, Multi-Relational Attribute Propagation, which we formulate within a message passing scheme.