Zheng Zhan
Zheng Zhan
Northeastern University
Dirección de correo verificada de northeastern.edu
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Universal approximation property and equivalence of stochastic computing-based neural networks and binary neural networks
Y Wang, Z Zhan, L Zhao, J Tang, S Wang, J Li, B Yuan, W Wen, X Lin
Proceedings of the AAAI Conference on Artificial Intelligence 33 (01), 5369-5376, 2019
62019
A Privacy-Preserving-Oriented DNN Pruning and Mobile Acceleration Framework
Y Gong, Z Zhan, Z Li, W Niu, X Ma, W Wang, B Ren, C Ding, X Lin, X Xu, ...
Proceedings of the 2020 on Great Lakes Symposium on VLSI, 119-124, 2020
12020
A unified DNN weight compression framework using reweighted optimization methods
T Zhang, X Ma, Z Zhan, S Zhou, M Qin, F Sun, YK Chen, C Ding, ...
arXiv preprint arXiv:2004.05531, 2020
12020
BLK-REW: A Unified Block-based DNN Pruning Framework using Reweighted Regularization Method
X Ma, Z Li, Y Gong, T Zhang, W Niu, Z Zhan, P Zhao, J Tang, X Lin, B Ren, ...
arXiv preprint arXiv:2001.08357, 2020
12020
6.7 ms on Mobile with over 78% ImageNet Accuracy: Unified Network Pruning and Architecture Search for Beyond Real-Time Mobile Acceleration
Z Li, G Yuan, W Niu, Y Li, P Zhao, Y Cai, X Shen, Z Zhan, Z Kong, Q Jin, ...
arXiv preprint arXiv:2012.00596, 2020
2020
Towards Real-Time DNN Inference on Mobile Platforms with Model Pruning and Compiler Optimization
W Niu, P Zhao, Z Zhan, X Lin, Y Wang, B Ren
arXiv preprint arXiv:2004.11250, 2020
2020
SS-Auto: A Single-Shot, Automatic Structured Weight Pruning Framework of DNNs with Ultra-High Efficiency
Z Li, Y Gong, X Ma, S Liu, M Sun, Z Zhan, Z Kong, G Yuan, Y Wang
arXiv preprint arXiv:2001.08839, 2020
2020
Chic experience-driven scheduling in machine learning clusters
Y Gong, B Li, B Liang, Z Zhan
Proceedings of the International Symposium on Quality of Service, 1-10, 2019
2019
NPS: A Compiler-aware Framework of Unified Network Pruning for Beyond Real-Time Mobile Acceleration
Z Li, G Yuan, W Niu, Y Li, P Zhao, Y Cai, X Shen, Z Zhan, Z Kong, Q Jin, ...
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