Concepedia

Improving the Accuracy, Scalability, and Performance of Graph Neural Networks with Roc

Zhihao Jia, Sina Lin, Mingyu Gao, Matei Zaharia, Alex Aiken

Proceedings of Machine Learning and Systems · 2020 · 124 citations · 11 references

Concepts

References

11

Deep Residual Learning for Image Recognition

Kaiming He, Xiangyu Zhang, Shaoqing Ren et al. · 2016 · 222.1K citations · Full text

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Inductive Representation Learning on Large Graphs

William L. Hamilton, Rex Ying, Jure Leskovec · arXiv (Cornell University) · 2017 · 4.5K citations · Full text

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Pregel

Grzegorz Malewicz, Matthew H. Austern, Aart J. C. Bik et al. · 2010 · 3.5K citations

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Formal Semantics for Kolmogorov-Arnold Network Representations of Operational Games

Zenodo (CERN European Organization for Nuclear Research) · 2025 · 3.5K citations · Full text

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PowerGraph: distributed graph-parallel computation on natural graphs

Joseph E. Gonzalez, Yucheng Low, Haijie Gu et al. · 2012 · 1.5K citations

, , +14