Xiaonan Nie
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
8
Venues
6
Active years
2021–2025
Best venue rank
A*
Where they publish
Papers
8 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | ICDE | DataSculpt: A Holistic Data Management Framework for Long-Context LLMs Training. | Keer Lu, Xiaonan Nie, Zheng Liang, Da Pan, Shusen Zhang, Keshi Zhao, Weipeng Chen, Zenan Zhou, Guosheng Dong, Bin Cui, Wentao Zhang |
| 2025 | ICLR | NetMoE: Accelerating MoE Training through Dynamic Sample Placement. | Xinyi Liu, Yujie Wang, Fangcheng Fu, Xupeng Miao, Shenhan Zhu, Xiaonan Nie, Bin Cui |
| 2025 | SIGCOMM | ByteScale: Communication-Efficient Scaling of LLM Training with a 2048K Context Length on 16384 GPUs. | Hao Ge, Junda Feng, Qi Huang, Fangcheng Fu, Xiaonan Nie, Lei Zuo, Haibin Lin, Bin Cui, Xin Liu |
| 2024 | SOSP | Enabling Parallelism Hot Switching for Efficient Training of Large Language Models. | Hao Ge, Fangcheng Fu, Haoyang Li, Xuanyu Wang, Sheng Lin, Yujie Wang, Xiaonan Nie, Hailin Zhang, Xupeng Miao, Bin Cui |
| 2023 | IJCAI | OSDP: Optimal Sharded Data Parallel for Distributed Deep Learning. | Youhe Jiang, Fangcheng Fu, Xupeng Miao, Xiaonan Nie, Bin Cui |
| 2022 | ICDE | TSPLIT: Fine-grained GPU Memory Management for Efficient DNN Training via Tensor Splitting. | Xiaonan Nie, Xupeng Miao, Zhi Yang, Bin Cui |
| 2022 | SIGMOD | HET-GMP: A Graph-based System Approach to Scaling Large Embedding Model Training. | Xupeng Miao, Yining Shi, Hailin Zhang, Xin Zhang, Xiaonan Nie, Zhi Yang, Bin Cui |
| 2021 | SIGMOD | Heterogeneity-Aware Distributed Machine Learning Training via Partial Reduce. | Xupeng Miao, Xiaonan Nie, Yingxia Shao, Zhi Yang, Jiawei Jiang, Lingxiao Ma, Bin Cui |