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]

@inproceedings{LiuYSLLSYF22,
  title = {GNNSampler: Bridging the Gap Between Sampling Algorithms of GNN and Hardware},
  author = {Xin Liu 0073 and Mingyu Yan and Shuhan Song and Zhengyang Lv and Wenming Li and Guangyu Sun 0003 and Xiaochun Ye and Dongrui Fan},
  year = {2022},
  doi = {10.1007/978-3-031-26419-1_30},
  url = {https://doi.org/10.1007/978-3-031-26419-1_30},
  researchr = {https://researchr.org/publication/LiuYSLLSYF22},
  cites = {0},
  citedby = {0},
  pages = {498-514},
  booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2022, Grenoble, France, September 19-23, 2022, Proceedings, Part V},
  editor = {Massih-Reza Amini and Stéphane Canu and Asja Fischer and Tias Guns and Petra Kralj Novak and Grigorios Tsoumakas},
  volume = {13717},
  series = {Lecture Notes in Computer Science},
  publisher = {Springer},
  isbn = {978-3-031-26419-1},
}