Alimama Tech
Jun 22, 2022 · Artificial Intelligence
Graph Deep Learning: Methods, Frameworks, and Industrial Applications
Graph deep learning, extending deep models to irregular graph data via spatial and spectral GNNs such as GCN, GAT, and GraphSAGE, has matured into frameworks like Alibaba’s open‑source Euler, which scales to billions of nodes, powers a heterogeneous query‑item‑ad graph for search advertising, and demonstrably boosts click‑through rates by over 1.5%.
Euler frameworkGraph Neural NetworksSearch Advertising
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