GNNSampler: Bridging the Gap Between Sampling Algorithms of GNN and Hardware

Xin Liu 0073, Mingyu Yan, Shuhan Song, Zhengyang Lv, Wenming Li, Guangyu Sun 0003, Xiaochun Ye, Dongrui Fan. GNNSampler: Bridging the Gap Between Sampling Algorithms of GNN and Hardware. In Massih-Reza Amini, Stéphane Canu, Asja Fischer, Tias Guns, Petra Kralj Novak, Grigorios Tsoumakas, editors, Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2022, Grenoble, France, September 19-23, 2022, Proceedings, Part V. Volume 13717 of Lecture Notes in Computer Science, pages 498-514, Springer, 2022. [doi]

Abstract

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