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Yonggang Zhang — most-cited papers & profile · Federated Learning
← authors
·
overview
Yonggang Zhang
10
papers ·
50
citations ·
49
h-index
Hong Kong Baptist University · Harbin Engineering University · Jilin University · Hong Kong University of Science and Technology · Jilin Province Science and Technology Department · Guangdong Police College
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Most-cited papers
Virtual Homogeneity Learning: Defending against Data Heterogeneity in Federated Learning
2022 · 17 citations
FedML Parrot: A Scalable Federated Learning System via Heterogeneity-aware Scheduling on Sequential and Hierarchical Training
2023 · 3 citations
FuseFL: One-Shot Federated Learning through the Lens of Causality with Progressive Model Fusion
2024 · 3 citations
Federated Learning with Extremely Noisy Clients via Negative Distillation
2023 · 1 citations
FedGPS: Statistical Rectification Against Data Heterogeneity in Federated Learning
2025
Revisiting Privacy-Utility Trade-off for DP Training with Pre-existing Knowledge
2024
Enhancing One-Shot Federated Learning Through Data and Ensemble Co-Boosting
2024
Top co-authors
Bo Han
· 3
Xiaowen Chu
· 3
Yiu-Ming Cheung
· 3
Zhenheng Tang
· 3
Bo Han
· 2
Shaohuai Shi
· 2
Alex Qiaozhong Liang
· 1
Amelie Chi Zhou
· 1
Ang Li
· 1
Bo Han
· 1
Chaoyang He
· 1
Chenxin Li
· 1
Topics
Federated Learning
Data Heterogeneity
Privacy
Communication
Optimization