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pro vyhledávání: '"Turja, Md Asadullah"'
Training Graph Neural Networks (GNNs) on large graphs presents unique challenges due to the large memory and computing requirements. Distributed GNN training, where the graph is partitioned across multiple machines, is a common approach to training G
Externí odkaz:
http://arxiv.org/abs/2406.17611
Publikováno v:
LNCS14227(2023)358-368
Functional brain dynamics is supported by parallel and overlapping functional network modes that are associated with specific neural circuits. Decomposing these network modes from fMRI data and finding their temporal characteristics is challenging du
Externí odkaz:
http://arxiv.org/abs/2306.03088
Autor:
Ahmed, Reyan, Turja, Md Asadullah, Sahneh, Faryad Darabi, Ghosh, Mithun, Hamm, Keaton, Kobourov, Stephen
Graph neural networks have been successful in many learning problems and real-world applications. A recent line of research explores the power of graph neural networks to solve combinatorial and graph algorithmic problems such as subgraph isomorphism
Externí odkaz:
http://arxiv.org/abs/2108.08368
Autor:
Gimi, Barjor S., Krol, Andrzej, Mirani, Jash, Fulmer, Nathaniel, Turja, Md Asadullah, Wu, Guorong, Styner, Martin
Publikováno v:
Proceedings of SPIE; 10/24/2021, Vol. 11600, p1160004-1160004, 1p
Autor:
Gimi, Barjor S., Krol, Andrzej, Mirani, Jash, Fulmer, Nathaniel, Turja, Md Asadullah, Wu, Guorong, Styner, Martin
Publikováno v:
Proceedings of SPIE; February 2021, Vol. 11600 Issue: 1 p1160004-1160004-9
Autor:
Shang Z; University of North Carolina, Chapel Hill, USA., Turja MA; University of North Carolina, Chapel Hill, USA., Feczko E; University of Minnesota, Minneapolis, USA., Houghton A; University of Minnesota, Minneapolis, USA., Rueter A; University of Minnesota, Minneapolis, USA., Moore LA; University of Minnesota, Minneapolis, USA., Snider K; University of Minnesota, Minneapolis, USA., Hendrickson T; University of Minnesota, Minneapolis, USA., Reiners P; University of Minnesota, Minneapolis, USA., Stoyell S; University of Minnesota, Minneapolis, USA., Kardan O; University of Chicago, Chicago, USA., Rosenberg M; University of Chicago, Chicago, USA., Elison JT; University of Minnesota, Minneapolis, USA., Fair DA; University of Minnesota, Minneapolis, USA., Styner MA; University of North Carolina, Chapel Hill, USA.
Publikováno v:
Proceedings of machine learning research [Proc Mach Learn Res] 2022 Jul; Vol. 172, pp. 1075-1084.