Zhenheng Tang

Deep learning identifies accurate burst locations in water distribution networks

Xiao Zhou, Zhenheng Tang, Weirong Xu et al. · Water Research · 2019 · 238 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +19

A Distributed Synchronous SGD Algorithm with Global Top-k Sparsification for Low Bandwidth Networks

Shaohuai Shi, Qiang Wang, Kaiyong Zhao et al. · 2019 · 162 citations

Cluster Computing, Engineering, Machine Learning +23

GossipFL: A Decentralized Federated Learning Framework With Sparsified and Adaptive Communication

Zhenheng Tang, Shaohuai Shi, Bo Li et al. · IEEE Transactions on Parallel and Distributed Systems · 2022 · 126 citations

Engineering, Machine Learning, Distributed Algorithms +17

Communication-Efficient Distributed Deep Learning: A Comprehensive Survey

Zhenheng Tang, Shaohuai Shi · arXiv (Cornell University) · 2020 · 89 citations · Full text

Cluster Computing, Engineering, Machine Learning +15

The Impact of GPU DVFS on the Energy and Performance of Deep Learning

Zhenheng Tang, Yuxin Wang, Qiang Wang et al. · 2019 · 73 citations

Convolutional Neural Network, Engineering, Machine Learning +17