Distributed Matrix-Based Sampling for Graph Neural Network Training

[PDF] arxiv.org

FlowWalker: A Memory-efficient and High-performance GPU-based Dynamic Graph Random Walk Framework

J Mei, S Sun, C Li, C Xu, C Chen, Y Liu, J Wang… - arXiv preprint arXiv …, 2024 - arxiv.org
Dynamic graph random walk (DGRW) emerges as a practical tool for capturing structural
relations within a graph. Effectively executing DGRW on GPU presents certain challenges …
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