Accelerating deep neural network learning for speech recognition on a cluster of GPUs. - Guojing Cong; Brian Kingsbury; Soumyadip Gosh; George Saon; Fan Zhou 010 (MLHPC@SC, 2017)

On the Convergence Properties of a K-step Averaging Stochastic Gradient Descent Algorithm for Nonconvex Optimization. - Fan Zhou 010; Guojing Cong (IJCAI, 2018)

Accelerating Deep Neural Network Training for Action Recognition on a Cluster of GPUs. - Guojing Cong; Giacomo Domeniconi; Joshua Shapiro; Fan Zhou 010; Barry Chen (SBAC-PAD, 2018)

Reducing global reductions in large-scale distributed training. - Guojing Cong; Chih-Chieh Yang; Fan Zhou 010 (ICPP Workshops, 2019)

A Distributed Hierarchical SGD Algorithm with Sparse Global Reduction. - Fan Zhou 010; Guojing Cong (CoRR, 2019)

Fast neural network training on a cluster of GPUs for action recognition with high accuracy. - Guojing Cong; Giacomo Domeniconi; Chih-Chieh Yang; Joshua Shapiro; Fan Zhou 010; Barry Chen (J. Parallel Distributed Comput., 2019)