Accelerating Tensor-train Decomposition on Graph Neural Networks

Qiu, S., Xia, C. and Wang, Z. orcid.org/0000-0001-6157-0662 (2025) Accelerating Tensor-train Decomposition on Graph Neural Networks. In: 2025 IEEE International Parallel and Distributed Processing Symposium (IPDPS). 39th IEEE International Parallel & Distributed Processing Symposium, 03-07 Jun 2025, Milan, Italy. IEEE , pp. 130-141. ISBN: 979-8-3315-3238-3 ISSN: 1530-2075 EISSN: 1530-2075

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Item Type: Proceedings Paper
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Keywords: graph neural networks, code optimization, tensor-train decomposition
Dates:
  • Accepted: 19 December 2024
  • Published (online): 23 July 2025
  • Published: 23 July 2025
Institution: The University of Leeds
Academic Units: The University of Leeds > Faculty of Engineering & Physical Sciences (Leeds) > School of Computing (Leeds)
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Grant number
EPSRC (Engineering and Physical Sciences Research Council)
EP/X018202/1
EPSRC (Engineering and Physical Sciences Research Council)
EP/X037304/1
Depositing User: Symplectic Publications
Date Deposited: 11 Mar 2025 11:01
Last Modified: 26 Aug 2025 18:27
Published Version: https://ieeexplore.ieee.org/document/11078524
Status: Published
Publisher: IEEE
Identification Number: 10.1109/IPDPS64566.2025.00020
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