Zhouyuan Huo
Tianjin Agricultural University(CN)Anhui University of Science and Technology(CN)China University of Mining and Technology(CN)
Publications by Year
Research Areas
Stochastic Gradient Optimization Techniques, Machine Learning and ELM, Sparse and Compressive Sensing Techniques, Speech Recognition and Synthesis, Advanced Neural Network Applications
Most-Cited Works
- → Advances and Open Problems in Federated Learning(2020)4,363 cited
- → A Field Guide to Federated Optimization(2021)167 cited
- → Privacy-Preserving Asynchronous Vertical Federated Learning Algorithms for Multiparty Collaborative Learning(2021)158 cited
- → Asynchronous Mini-Batch Gradient Descent with Variance Reduction for Non-Convex Optimization(2017)45 cited
- → Joint Capped Norms Minimization for Robust Matrix Recovery(2017)42 cited
- Decoupled Parallel Backpropagation with Convergence Guarantee(2018)
- Training Neural Networks Using Features Replay.(2018)
- → Faster On-Device Training Using New Federated Momentum Algorithm(2020)36 cited