Matches in SemOpenAlex for { <https://semopenalex.org/work/W4385373803> ?p ?o ?g. }
Showing items 1 to 77 of
77
with 100 items per page.
- W4385373803 abstract "Graphs are a representation of structured data that captures the relationships between sets of objects. With the ubiquity of available network data, there is increasing industrial and academic need to quickly analyze graphs with billions of nodes and trillions of edges. A common first step for network understanding is Graph Embedding, the process of creating a continuous representation of nodes in a graph. A continuous representation is often more amenable, especially at scale, for solving downstream machine learning tasks such as classification, link prediction, and clustering. A high-performance graph embedding architecture leveraging Tensor Processing Units (TPUs) with configurable amounts of high-bandwidth memory is presented that simplifies the graph embedding problem and can scale to graphs with billions of nodes and trillions of edges. We verify the embedding space quality on real and synthetic large-scale datasets." @default.
- W4385373803 created "2023-07-29" @default.
- W4385373803 creator A5005058150 @default.
- W4385373803 creator A5021740847 @default.
- W4385373803 creator A5031663919 @default.
- W4385373803 creator A5032181023 @default.
- W4385373803 creator A5032806916 @default.
- W4385373803 date "2023-08-04" @default.
- W4385373803 modified "2023-09-27" @default.
- W4385373803 title "HUGE: Huge Unsupervised Graph Embeddings with TPUs" @default.
- W4385373803 cites W1506342804 @default.
- W4385373803 cites W2068015060 @default.
- W4385373803 cites W2788614083 @default.
- W4385373803 cites W2809156873 @default.
- W4385373803 cites W2912516411 @default.
- W4385373803 cites W2951006102 @default.
- W4385373803 cites W2953212265 @default.
- W4385373803 cites W2964041447 @default.
- W4385373803 cites W2966694634 @default.
- W4385373803 cites W3088028524 @default.
- W4385373803 cites W3103311102 @default.
- W4385373803 cites W3104097132 @default.
- W4385373803 cites W3105705953 @default.
- W4385373803 cites W3151791879 @default.
- W4385373803 cites W3190062760 @default.
- W4385373803 cites W3207627052 @default.
- W4385373803 cites W4380874786 @default.
- W4385373803 doi "https://doi.org/10.1145/3580305.3599840" @default.
- W4385373803 hasPublicationYear "2023" @default.
- W4385373803 type Work @default.
- W4385373803 citedByCount "0" @default.
- W4385373803 crossrefType "proceedings-article" @default.
- W4385373803 hasAuthorship W4385373803A5005058150 @default.
- W4385373803 hasAuthorship W4385373803A5021740847 @default.
- W4385373803 hasAuthorship W4385373803A5031663919 @default.
- W4385373803 hasAuthorship W4385373803A5032181023 @default.
- W4385373803 hasAuthorship W4385373803A5032806916 @default.
- W4385373803 hasBestOaLocation W43853738031 @default.
- W4385373803 hasConcept C132525143 @default.
- W4385373803 hasConcept C154945302 @default.
- W4385373803 hasConcept C17744445 @default.
- W4385373803 hasConcept C199539241 @default.
- W4385373803 hasConcept C2776359362 @default.
- W4385373803 hasConcept C41008148 @default.
- W4385373803 hasConcept C41608201 @default.
- W4385373803 hasConcept C73555534 @default.
- W4385373803 hasConcept C75564084 @default.
- W4385373803 hasConcept C80444323 @default.
- W4385373803 hasConcept C94625758 @default.
- W4385373803 hasConceptScore W4385373803C132525143 @default.
- W4385373803 hasConceptScore W4385373803C154945302 @default.
- W4385373803 hasConceptScore W4385373803C17744445 @default.
- W4385373803 hasConceptScore W4385373803C199539241 @default.
- W4385373803 hasConceptScore W4385373803C2776359362 @default.
- W4385373803 hasConceptScore W4385373803C41008148 @default.
- W4385373803 hasConceptScore W4385373803C41608201 @default.
- W4385373803 hasConceptScore W4385373803C73555534 @default.
- W4385373803 hasConceptScore W4385373803C75564084 @default.
- W4385373803 hasConceptScore W4385373803C80444323 @default.
- W4385373803 hasConceptScore W4385373803C94625758 @default.
- W4385373803 hasLocation W43853738031 @default.
- W4385373803 hasLocation W43853738032 @default.
- W4385373803 hasOpenAccess W4385373803 @default.
- W4385373803 hasPrimaryLocation W43853738031 @default.
- W4385373803 hasRelatedWork W2893186803 @default.
- W4385373803 hasRelatedWork W2923818335 @default.
- W4385373803 hasRelatedWork W3035116611 @default.
- W4385373803 hasRelatedWork W3044354590 @default.
- W4385373803 hasRelatedWork W3094605108 @default.
- W4385373803 hasRelatedWork W4212923699 @default.
- W4385373803 hasRelatedWork W4226361842 @default.
- W4385373803 hasRelatedWork W4287763734 @default.
- W4385373803 hasRelatedWork W4310879833 @default.
- W4385373803 hasRelatedWork W4385279070 @default.
- W4385373803 isParatext "false" @default.
- W4385373803 isRetracted "false" @default.
- W4385373803 workType "article" @default.