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Marco Serafini

Graph Neural Network Training Systems: A Performance Comparison of Full-Graph and Mini-Batch

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Jun 01, 2024
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GSplit: Scaling Graph Neural Network Training on Large Graphs via Split-Parallelism

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Mar 24, 2023
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Scalable Graph Neural Network Training: The Case for Sampling

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May 05, 2021
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NextDoor: GPU-Based Graph Sampling for Graph Machine Learning

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Sep 17, 2020
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