HUGE: Huge Unsupervised Graph Embeddings with TPUs

Author:

Mayer Brandon A.1ORCID,Tsitsulin Anton1ORCID,Fichtenberger Hendrik2ORCID,Halcrow Jonathan3ORCID,Perozzi Bryan1ORCID

Affiliation:

1. Google Research, New York, NY, USA

2. Google Research, Zürich, Switzerland

3. Google Research, Atlanta, GA, USA

Publisher

ACM

Reference45 articles.

1. Salem Alqahtani and Murat Demirbas. 2019. Performance Analysis and Comparison of Distributed Machine Learning Systems. https://doi.org/10.48550/ARXIV.1909.02061

2. Reid Andersen, Fan Chung, and Kevin Lang. 2006. Local graph partitioning using pagerank vectors. In FOCS. IEEE, 475--486.

3. Sergey Brin and Lawrence Page. 1998. The anatomy of a large-scale hypertextual web search engine. Computer networks and ISDN systems, Vol. 30, 1--7 (1998), 107--117.

4. Craig Chambers, Ashish Raniwala, Frances Perry, Stephen Adams, Robert Henry, Robert Bradshaw, and Nathan. 2010. FlumeJava: Easy, Efficient Data-Parallel Pipelines. In ACM SIGPLAN Conference on Programming Language Design and Implementation (PLDI).

5. Ines Chami, Sami Abu-El-Haija, Bryan Perozzi, Christopher Ré, and Kevin Murphy. 2022. Machine learning on graphs: A model and comprehensive taxonomy. JMLR (2022).

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