Xiaonan Nie

Heterogeneity-Aware Distributed Machine Learning Training via Partial Reduce

Jiawei Jiang, Bin Cui, Yingxia Shao, 2021, SIGMOD Conference.

HET: Scaling out Huge Embedding Model Training via Cache-enabled Distributed Framework pdf

Xupeng Miao, Xiaonan Nie, Bin Cui, 2021, Proc. VLDB Endow..

Dense-to-Sparse Gate for Mixture-of-Experts pdf

Xupeng Miao, Xiaonan Nie, Bin Cui, 2021, ArXiv.