PipeQS: Pipeline-Based Adaptive Quantization and Staleness-Aware Distributed GNN Training System

Wu et al. "PipeQS: Pipeline-Based Adaptive Quantization and Staleness-Aware Distributed GNN Training System." European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2025. doi:10.1007/978-3-032-05981-9_31

[Wu et al. "PipeQS: Pipeline-Based Adaptive Quantization and Staleness-Aware Distributed GNN Training System." European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2025.](https://mlanthology.org/ecmlpkdd/2025/wu2025ecmlpkdd-pipeqs/) doi:10.1007/978-3-032-05981-9_31

@inproceedings{wu2025ecmlpkdd-pipeqs,
  title     = {{PipeQS: Pipeline-Based Adaptive Quantization and Staleness-Aware Distributed GNN Training System}},
  author    = {Wu, Donghang and Shen, Lian and Jiang, Changzhi and Li, Yanhao and Liu, Xiangrong},
  booktitle = {European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases},
  year      = {2025},
  pages     = {527-543},
  doi       = {10.1007/978-3-032-05981-9_31},
  url       = {https://mlanthology.org/ecmlpkdd/2025/wu2025ecmlpkdd-pipeqs/}
}