| 2024 | SMC | Parquet-Based CTR Model Training in Production Environment. | Zhibing Liu, Jinrong Guo, Biyu Zhou, Xiaokun Zhu, Yongjun Bao, Jizhong Han, Songlin Hu |
| 2020 | DAC | Tail: An Automated and Lightweight Gradient Compression Framework for Distributed Deep Learning. | Jinrong Guo, Songlin Hu, Wang Wang, Chunrong Yao, Jizhong Han, Ruixuan Li, Yijun Lu |
| 2020 | ICASSP | Accelerating Distributed Deep Learning By Adaptive Gradient Quantization. | Jinrong Guo, Wantao Liu, Wang Wang, Jizhong Han, Ruixuan Li, Yijun Lu, Songlin Hu |
| 2019 | ICCD | AccUDNN: A GPU Memory Efficient Accelerator for Training Ultra-Deep Neural Networks. | Jinrong Guo, Wantao Liu, Wang Wang, Chunrong Yao, Jizhong Han, Ruixuan Li, Yijun Lu, Songlin Hu |
| 2019 | PPoPP | A GPU memory efficient speed-up scheme for training ultra-deep neural networks: poster. | Jinrong Guo, Wantao Liu, Wang Wang, Qu Lu, Songlin Hu, Jizhong Han, Ruixuan Li |
| 2018 | ICONIP | Multi-stage Gradient Compression: Overcoming the Communication Bottleneck in Distributed Deep Learning. | Qu Lu, Wantao Liu, Jizhong Han, Jinrong Guo |