70 citations · 205 across the 31 of their papers we have counts for
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3 papers · 1 filter
cs.DC2020★ 3 cited
Efficient Sparse-Dense Matrix-Matrix Multiplication on GPUs Using the Customized Sparse Storage Format
Shaohuai Shi, Qiang Wang, Xiaowen Chu
Multiplication of a sparse matrix to a dense matrix (SpDM) is widely used in many areas like scientific computing and machine learning. However, existing works under-look the perfo…
cs.CV2020★ 12 cited
FADNet: A Fast and Accurate Network for Disparity Estimation
Qiang Wang, Shaohuai Shi, Shizhen Zheng +2
Deep neural networks (DNNs) have achieved great success in the area of computer vision. The disparity estimation problem tends to be addressed by DNNs which achieve much better pre…
cs.DC2020★ 3 cited
Communication Contention Aware Scheduling of Multiple Deep Learning Training Jobs
Qiang Wang, Shaohuai Shi, Canhui Wang +1
Distributed Deep Learning (DDL) has rapidly grown its popularity since it helps boost the training performance on high-performance GPU clusters. Efficient job scheduling is indispe…