Concepedia

Zhouyuan Huo

ZH

35

Publications

5.3K

Citations

21

H-Index

2016

Active since

Affiliations

University of Pittsburgh(Current)

The University of Texas at Arlington

Google (United States)

Xidian University

University of Rochester

Zhouyuan Huo is an author at University of Pittsburgh specializing in engineering, machine learning, and computer science.

Top concepts

EngineeringMachine LearningComputer ScienceData ScienceDeep LearningData MiningParallel ProgrammingKnowledge DiscoveryComputer EngineeringParallel Computing

Publications per year

2016–2023

35

Publications

35

Advances and Open Problems in Federated Learning

Peter Kairouz, H. Brendan McMahan, Brendan Avent et al. · Foundations and Trends® in Machine Learning · 2020 · 4.2K citations · Full text

A Field Guide to Federated Optimization

Jianyu Wang, Zachary Charles, Zheng Xu et al. · arXiv (Cornell University) · 2021 · 167 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +18

Privacy-Preserving Asynchronous Vertical Federated Learning Algorithms for Multiparty Collaborative Learning

Bin Gu, An Xu, Zhouyuan Huo et al. · IEEE Transactions on Neural Networks and Learning Systems · 2021 · 154 citations

Artificial Intelligence, Engineering, Machine Learning +21

Asynchronous Mini-Batch Gradient Descent with Variance Reduction for Non-Convex Optimization

Zhouyuan Huo, Heng Huang · Proceedings of the AAAI Conference on Artificial Intelligence · 2017 · 45 citations · Full text

Engineering, Machine Learning, Computer Architecture +17

Joint Capped Norms Minimization for Robust Matrix Recovery

Feiping Nie, Zhouyuan Huo, Heng Huang · 2017 · 42 citations · Full text

Mathematical Programming, Ranking Algorithm, Engineering +16

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