Zhenheng Tang
Title
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Year
A distributed synchronous SGD algorithm with global Top-k sparsification for low bandwidth networks
S Shi, Q Wang, K Zhao, Z Tang, Y Wang, X Huang, X Chu
2019 IEEE 39th International Conference on Distributed Computing Systems …, 2019
392019
Deep learning identifies accurate burst locations in water distribution networks
X Zhou, Z Tang, W Xu, F Meng, X Chu, K Xin, G Fu
Water research 166, 115058, 2019
222019
The impact of GPU DVFS on the energy and performance of deep learning: An empirical study
Z Tang, Y Wang, Q Wang, X Chu
Proceedings of the Tenth ACM International Conference on Future Energy …, 2019
182019
A Convergence Analysis of Distributed SGD with Communication-Efficient Gradient Sparsification.
S Shi, K Zhao, Q Wang, Z Tang, X Chu
IJCAI, 3411-3417, 2019
172019
Communication-efficient distributed deep learning: A comprehensive survey
Z Tang, S Shi, X Chu, W Wang, B Li
arXiv preprint arXiv:2003.06307, 2020
142020
Benchmarking the performance and power of AI accelerators for AI training
Y Wang, Q Wang, S Shi, X He, Z Tang, K Zhao, X Chu
arXiv preprint arXiv:1909.06842, 2019
82019
Communication-efficient decentralized learning with sparsification and adaptive peer selection
Z Tang, S Shi, X Chu
arXiv preprint arXiv:2002.09692, 2020
52020
Layer-wise adaptive gradient sparsification for distributed deep learning with convergence guarantees
S Shi, Z Tang, Q Wang, K Zhao, X Chu
arXiv preprint arXiv:1911.08727, 2019
52019
Benchmarking the Performance and Energy Efficiency of AI Accelerators for AI Training
Y Wang, Q Wang, S Shi, X He, Z Tang, K Zhao, X Chu
2020 20th IEEE/ACM International Symposium on Cluster, Cloud and Internet …, 2020
32020
Performance and Power Evaluation of AI Accelerators for Training Deep Learning Models
Y Wang, Q Wang, S Shi, X He, Z Tang, K Zhao, X Chu
arXiv preprint arXiv:1909.06842, 2019
22019
Communication-Efficient Distributed Deep Learning: Survey, Evaluation, and Challenges
S Shi, Z Tang, X Chu, C Liu, W Wang, B Li
arXiv preprint arXiv:2005.13247, 2020
2020
Computer-Aided Clinical Skin Disease Diagnosis Using CNN and Object Detection Models
X He, S Wang, S Shi, Z Tang, Y Wang, Z Zhao, J Dai, R Ni, X Zhang, X Liu, ...
2019 IEEE International Conference on Big Data (Big Data), 4839-4844, 2019
2019
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