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Large-Scale Graph Machine Learning: Tradeoffs, Guarantees and Dynamics - Luana Ruiz | RSS '23 SGTM
Tutorial: Scaling GNNs in Production: A Tale of Challenges and Opportunities
Machine Learning Work Shop - GraphLab: Large-scale Machine Learning on Natural Graphs
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
Large-scale GNN training with DGL | SAMPL Talk 2021/12/02
Large Scale Video Representation Learning via Relational Graph Clustering
Stanford CS224W: Machine Learning with Graphs | 2021 | Lecture 17.3 - Cluster GCN: Scaling up GNNs
Large Scale Graph-Parallel Computation for Machine Learning: Applications and Systems; Ankur Dave
Getting Started with Large-scale Graph Analytics by SHUBHARTHI Dey
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Last Updated: August 16, 2026
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