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Yi Zhou — most-cited papers & profile · Federated Learning
← authors
·
overview
Yi Zhou
10
papers ·
308
citations ·
25
h-index
Chongqing University of Posts and Telecommunications · China National Offshore Oil Corporation (China) · Henan University · Peking University · Lanzhou University of Technology · Sichuan University · Queens University · Economic Research Institute
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Most-cited papers
IBM Federated Learning: an Enterprise Framework White Paper V0.1
2020 · 112 citations
A Hybrid Approach to Privacy-Preserving Federated Learning
2018 · 72 citations
Mitigating Bias in Federated Learning
2020 · 42 citations
HybridAlpha: An Efficient Approach for Privacy-Preserving Federated Learning
2019 · 40 citations
FedV: Privacy-Preserving Federated Learning over Vertically Partitioned Data
2021 · 16 citations
Adaptive Histogram-Based Gradient Boosted Trees for Federated Learning
2020 · 13 citations
LESS-VFL: Communication-Efficient Feature Selection for Vertical Federated Learning
2023 · 4 citations
Curse or Redemption? How Data Heterogeneity Affects the Robustness of Federated Learning
2021 · 3 citations
TiFL: A Tier-based Federated Learning System
2020 · 2 citations
Top co-authors
Nathalie Baracaldo
· 9
Heiko Ludwig
· 7
Ali Anwar
· 6
Ahsan Ali
· 2
Annie Abay
· 2
Ebube Chuba
· 2
Runhua Xu
· 2
Shashank Rajamoni
· 2
Stacey Truex
· 2
Syed Zawad
· 2
Ambrish Rawat
· 1
Ashish Verma
· 1
Topics
Federated Learning
Optimization
Privacy
Data Heterogeneity
Communication
Security
Adversarial Attacks
Encryption