Machine Learning On Large Scale Graphs

By Editorial Team · September 29, 2026 · 7 min read

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Large Scale Graph-Parallel Computation for Machine Learning: Applications and Systems; Ankur Dave
Large Scale Graph-Parallel Computation for Machine Learning: Applications and Systems; Ankur Dave
Machine Learning with Graphs - Scaling up GNNs
Machine Learning with Graphs - Scaling up GNNs
Stanford CS231N | Spring 2025 | Lecture 11: Large Scale Distributed Training
Stanford CS231N | Spring 2025 | Lecture 11: Large Scale Distributed Training
LINE: Large-scale Information Network Embedding (Machine Learning with Graphs)
LINE: Large-scale Information Network Embedding (Machine Learning with Graphs)
Exploiting the Computation Graph for Large Scale Distributed Machine Learning
Exploiting the Computation Graph for Large Scale Distributed Machine Learning
Scaling Blockchain ML With Databricks: From Graph Analytics to Graph Machine Learning
Scaling Blockchain ML With Databricks: From Graph Analytics to Graph Machine Learning
GraphSAGE: Inductive Representation Learning on Large Graphs (Graph ML Research Paper Walkthrough)
GraphSAGE: Inductive Representation Learning on Large Graphs (Graph ML Research Paper Walkthrough)
Getting Started with Large-scale Graph Analytics by SHUBHARTHI Dey
Getting Started with Large-scale Graph Analytics by SHUBHARTHI Dey
Tutorial: Scaling GNNs in Production: A Tale of Challenges and Opportunities
Tutorial: Scaling GNNs in Production: A Tale of Challenges and Opportunities
Large-Scale Graph Machine Learning: Tradeoffs, Guarantees and Dynamics - Luana Ruiz | RSS '23 SGTM
Large-Scale Graph Machine Learning: Tradeoffs, Guarantees and Dynamics - Luana Ruiz | RSS '23 SGTM
Ilya Makarov - Graph Machine Learning | Nuro Technical Talks
Ilya Makarov - Graph Machine Learning | Nuro Technical Talks

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Last Updated: September 29, 2026

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Details Machine Learning Work Shop - GraphLab: Large-scale Machine Learning on Natural Graphs Guide
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Luana Ruiz (University of Pennsylvania) simons.berkeley.edu/node/22611 Speaker: Win Suen As the web grows ever From social networks to language modeling, the growing SDML is partnering with Houston Author: S.V.N. Vishwanathan, Department of Computer Science, University of California Santa Cruz Abstract: Many Coinbase leverages Databricks to With the exponential growth in the data generation and increase in the complex relationship within the entities, it becomes ... ... that help researchers develop GNNs for

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