Source Themes

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.

Mask Combination of Multi-layer Graphs for Global Structure Inference

The structure of the data very often depends on complex relationships of multiple types. In this study, our main research question is "Can we support the structure inference process with a priori relational information about the data domain?"