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Jason Mohoney
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Marius: Learning massive graph embeddings on a single machine
J Mohoney, R Waleffe, Y Xu, T Rekatsinas, S Venkataraman
15th {USENIX} Symposium on Operating Systems Design and Implementation …, 2021
622021
Mariusgnn: Resource-efficient out-of-core training of graph neural networks
R Waleffe, J Mohoney, T Rekatsinas, S Venkataraman
Proceedings of the Eighteenth European Conference on Computer Systems, 144-161, 2023
38*2023
High-throughput vector similarity search in knowledge graphs
J Mohoney, A Pacaci, SR Chowdhury, A Mousavi, IF Ilyas, UF Minhas, ...
Proceedings of the ACM on Management of Data 1 (2), 1-25, 2023
92023
Demo of Marius: a System for Large-scale Graph Embeddings
A Xie, A Carlsson, J Mohoney, R Waleffe, S Peters, T Rekatsinas, ...
Proceedings of the VLDB Endowment 14 (12), 2759-2762, 2021
52021
Fact Ranking over Large-Scale Knowledge Graphs with Reasoning Embedding Models.
H Ren, A Mousavi, A Pacaci, SR Chowdhury, J Mohoney, IF Ilyas, Y Li, ...
IEEE Data Eng. Bull. 46 (2), 126-139, 2023
22023
Optimistic Asynchrony Control: Achieving Synchronous Convergence With Asynchronous Throughput for Embedding Model Training
R Waleffe, J Mohoney
2nd Workshop on Advancing Neural Network Training: Computational Efficiency …, 0
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