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Machine Learning Work Shop - GraphLab: Large-scale Machine Learning on Natural Graphs
Tutorial: Scaling GNNs in Production: A Tale of Challenges and Opportunities
Machine Learning with Graphs - Scaling up GNNs
LINE: Large-scale Information Network Embedding (Machine Learning with Graphs)
Stanford CS231N | Spring 2025 | Lecture 11: Large Scale Distributed Training
Exploiting the Computation Graph for Large Scale Distributed Machine Learning
