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Huaming Chen — most-cited papers & profile · Federated Learning
← authors
·
overview
Huaming Chen
31
papers ·
87
citations ·
16
h-index
The University of Sydney
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Honest Score Client Selection Scheme: Preventing Federated Learning Label Flipping Attacks in Non-IID Scenarios
2023 · 5 citations
Threats and Defenses in Federated Learning Life Cycle: A Comprehensive Survey and Challenges
2024 · 1 citations
When AI Meets Wall Street: A Survey on Trustworthy AI in Fintech
2026
GuardFed: A Trustworthy Federated Learning Framework Against Dual-Facet Attacks
2025
FedDifRC: Unlocking the Potential of Text-to-Image Diffusion Models in Heterogeneous Federated Learning
2025
FedSKC: Federated Learning with Non-IID Data via Structural Knowledge Collaboration
2025
Holistic Evaluation Metrics: Use Case Sensitive Evaluation Metrics for Federated Learning
2024
Top co-authors
Dong Yuan
· 4
Yanli Li
· 4
Haoran Li
· 2
Huan Wang
· 2
Jiahua Shi
· 2
Jun Shen
· 2
Jun Yan
· 2
Kim-Kwang Raymond Choo
· 2
Nan Yang
· 2
Weiping Ding
· 2
Zhongliang Guo
· 2
Fangchen Liu
· 1
Topics
Federated Learning
Data Heterogeneity
cs.CR
Privacy
cs.LG
cs.AI
Edge Computing