Yi Zhou

Multitier Fog Computing With Large-Scale IoT Data Analytics for Smart Cities

Jianhua He, Jian Wei, Kai Chen et al. · IEEE Internet of Things Journal · 2017 · 240 citations · Full text

Cluster Computing, Engineering, Fog Computing Security +21

Communication-efficient algorithms for decentralized and stochastic optimization

Guanghui Lan, Soomin Lee, Yi Zhou · Mathematical Programming · 2018 · 195 citations

Engineering, Stochastic Optimization, Distributed Constraint Optimization +4

Group-Wise Semantic Mining for Weakly Supervised Semantic Segmentation

Xueyi Li, Tianfei Zhou, Jianwu Li et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2021 · 128 citations · Full text

Structured Prediction, Convolutional Neural Network, Engineering +20

On Convergence of Model Parallel Proximal Gradient Algorithm for Stale Synchronous Parallel System

Yi Zhou, Yaoliang Yu, Wei Dai et al. · International Conference on Artificial Intelligence and Statistics · 2016 · 28 citations

Numerical Analysis, Mathematical Programming, Engineering +16

Asynchronous Decentralized Accelerated Stochastic Gradient Descent

Guanghui Lan, Yi Zhou · IEEE Journal on Selected Areas in Information Theory · 2021 · 11 citations