Propagation on Multi-relational Graphs for Node Regression

1 code implementation • 15 Oct 2021 • Eda Bayram

Recent years have witnessed a rise in real-world data captured with rich structural information that can be conveniently depicted by multi-relational graphs.

regression Relational Reasoning

Node Attribute Completion in Knowledge Graphs with Multi-Relational Propagation

1 code implementation • 10 Nov 2020 • Eda Bayram, Alberto Garcia-Duran, Robert West

The existing literature on knowledge graph completion mostly focuses on the link prediction task.

Link Prediction regression

Mask Combination of Multi-layer Graphs for Global Structure Inference

1 code implementation • 22 Oct 2019 • Eda Bayram, Dorina Thanou, Elif Vural, Pascal Frossard

Structure inference is an important task for network data processing and analysis in data science.