Jian Zhu

Layup: Layer-adaptive and Multi-type Intermediate-oriented Memory Optimization for GPU-based CNNs

Bo Liu, Yang Ma, Bing Bing Zhou, 2020, ACM Trans. Archit. Code Optim..

A Novel Stochastic Gradient Descent Algorithm Based on Grouping over Heterogeneous Cluster Systems for Distributed Deep Learning

Hai Jin, Xia Xie, Yang Ma, 2019, 2019 19th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGRID).