27 citations · 46 across the 12 of their papers we have counts for
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cs.LG2020★ 27 cited
Adaptive Neural Network-Based Approximation to Accelerate Eulerian Fluid Simulation
Wenqian Dong, Jie Liu, Zhen Xie +1
The Eulerian fluid simulation is an important HPC application. The neural network has been applied to accelerate it. The current methods that accelerate the fluid simulation with n…
cs.LG2020★ 1 cited
FLAME: A Self-Adaptive Auto-labeling System for Heterogeneous Mobile Processors
Jie Liu, Jiawen Liu, Zhen Xie +1
How to accurately and efficiently label data on a mobile device is critical for the success of training machine learning models on mobile devices. Auto-labeling data on mobile devi…
cs.LG2019
Performance Analysis and Characterization of Training Deep Learning Models on Mobile Devices
Jie Liu, Jiawen Liu, Wan Du +1
Training deep learning models on mobile devices recently becomes possible, because of increasing computation power on mobile hardware and the advantages of enabling high user exper…