Scaling R-GCN Training with Graph Summarization

Author:

Generale Alessandro1,Blume Till2,Cochez Michael3

Affiliation:

1. Vrije Universiteit Amsterdam, Netherlands

2. Ernst & Young GmbH WPG - R&D, Germany

3. Vrije Universiteit Amsterdam, Netherlands and Elsevier Discovery Lab, Netherlands

Publisher

ACM

Reference33 articles.

1. Sören Auer Christian Bizer Georgi Kobilarov Jens Lehmann Richard Cyganiak and Zachary Ives. 2007. DBpedia: A Nucleus for a Web of Open Data. In The Semantic Web Karl Aberer Key-Sun Choi Natasha Noy Dean Allemang Kyung-Il Lee Lyndon Nixon Jennifer Golbeck Peter Mika Diana Maynard Riichiro Mizoguchi Guus Schreiber and Philippe Cudré-Mauroux (Eds.). Springer Berlin Heidelberg Berlin Heidelberg 722–735. Sören Auer Christian Bizer Georgi Kobilarov Jens Lehmann Richard Cyganiak and Zachary Ives. 2007. DBpedia: A Nucleus for a Web of Open Data. In The Semantic Web Karl Aberer Key-Sun Choi Natasha Noy Dean Allemang Kyung-Il Lee Lyndon Nixon Jennifer Golbeck Peter Mika Diana Maynard Riichiro Mizoguchi Guus Schreiber and Philippe Cudré-Mauroux (Eds.). Springer Berlin Heidelberg Berlin Heidelberg 722–735.

2. A Medium-Scale Distributed System for Computer Science Research;Bal H.;Infrastructure for the Long Term. Computer,2016

3. Peter Bloem , Xander Wilcke , Lucas van Berkel , and Victor de Boer . 2021. kgbench: A Collection of Knowledge Graph Datasets for Evaluating Relational and Multimodal Machine Learning . In The Semantic Web, Ruben Verborgh, Katja Hose, Heiko Paulheim, Pierre-Antoine Champin, Maria Maleshkova, Oscar Corcho, Petar Ristoski, and Mehwish Alam (Eds.). Springer International Publishing , Cham , 614–630. https://openreview.net/forum?id=yeK_9wxRDbA Peter Bloem, Xander Wilcke, Lucas van Berkel, and Victor de Boer. 2021. kgbench: A Collection of Knowledge Graph Datasets for Evaluating Relational and Multimodal Machine Learning. In The Semantic Web, Ruben Verborgh, Katja Hose, Heiko Paulheim, Pierre-Antoine Champin, Maria Maleshkova, Oscar Corcho, Petar Ristoski, and Mehwish Alam (Eds.). Springer International Publishing, Cham, 614–630. https://openreview.net/forum?id=yeK_9wxRDbA

4. Incremental and Parallel Computation of Structural Graph Summaries for Evolving Graphs

5. FLUID: A common model for semantic structural graph summaries based on equivalence relations

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