Comparative Study of Distributed Deep Learning Tools on Supercomputers. - Xin Du; Di Kuang; Yan Ye; Xinxin Li; Mengqiang Chen; Yunfei Du; Weigang Wu (ICA3PP (1), 2018)

More Effective Distributed Deep Learning Using Staleness Based Parameter Updating. - Yan Ye; Mengqiang Chen; Zijie Yan; Weigang Wu; Nong Xiao 001 (ICA3PP (2), 2018)

Entropy-Based Gradient Compression for Distributed Deep Learning. - Di Kuang; Mengqiang Chen; Danyang Xiao; Weigang Wu (HPCC/SmartCity/DSS, 2019)

Standard Deviation Based Adaptive Gradient Compression For Distributed Deep Learning. - Mengqiang Chen; Zijie Yan; Jiangtao Ren; Weigang Wu (CCGRID, 2020)

Dual-Way Gradient Sparsification for Asynchronous Distributed Deep Learning. - Zijie Yan; Danyang Xiao; Mengqiang Chen; Jieying Zhou; Weigang Wu (ICPP, 2020)

EGC: Entropy-based gradient compression for distributed deep learning. - Danyang Xiao; Yuan Mei 005; Di Kuang; Mengqiang Chen; Binbin Guo; Weigang Wu (Inf. Sci., 2021)