AdaptGear: Accelerating GNN Training via Adaptive Subgraph-Level Kernels on GPUs

Yangjie Zhou 0001, Yaoxu Song, Jingwen Leng, Zihan Liu 0002, Weihao Cui, Zhendong Zhang 0004, Cong Guo 0003, Quan Chen 0002, Li Li 0012, Minyi Guo. AdaptGear: Accelerating GNN Training via Adaptive Subgraph-Level Kernels on GPUs. In Andrea Bartolini, Kristian F. D. Rietveld, Catherine D. Schuman, Jose Moreira, editors, Proceedings of the 20th ACM International Conference on Computing Frontiers, CF 2023, Bologna, Italy, May 9-11, 2023. pages 52-62, ACM, 2023. [doi]

@inproceedings{0001SL0C0000G23,
  title = {AdaptGear: Accelerating GNN Training via Adaptive Subgraph-Level Kernels on GPUs},
  author = {Yangjie Zhou 0001 and Yaoxu Song and Jingwen Leng and Zihan Liu 0002 and Weihao Cui and Zhendong Zhang 0004 and Cong Guo 0003 and Quan Chen 0002 and Li Li 0012 and Minyi Guo},
  year = {2023},
  doi = {10.1145/3587135.3592199},
  url = {https://doi.org/10.1145/3587135.3592199},
  researchr = {https://researchr.org/publication/0001SL0C0000G23},
  cites = {0},
  citedby = {0},
  pages = {52-62},
  booktitle = {Proceedings of the 20th ACM International Conference on Computing Frontiers, CF 2023, Bologna, Italy, May 9-11, 2023},
  editor = {Andrea Bartolini and Kristian F. D. Rietveld and Catherine D. Schuman and Jose Moreira},
  publisher = {ACM},
}