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Wenke Huang — most-cited papers & profile · Federated Learning
← authors
·
overview
Wenke Huang
16
papers ·
109
citations ·
5
h-index
Sun Yat-sen University · Sun Yat-sen Memorial Hospital
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Generalizable Heterogeneous Federated Cross-Correlation and Instance Similarity Learning
2023 · 69 citations
Fair Federated Learning under Domain Skew with Local Consistency and Domain Diversity
2024 · 27 citations
Federated Learning for Generalization, Robustness, Fairness: A Survey and Benchmark
2023 · 8 citations
FedSSP: Federated Graph Learning with Spectral Knowledge and Personalized Preference
2024 · 2 citations
An Empirical Study of Federated Prompt Learning for Vision Language Model
2025 · 1 citations
FedHarmony: Harmonizing Heterogeneous Label Correlations in Federated Multi-Label Learning
2026
FedBPrompt: Federated Domain Generalization Person Re-Identification via Body Distribution Aware Visual Prompts
2026
Privacy-Enhancing Paradigms within Federated Multi-Agent Systems
2025
Federated Graph Semantic and Structural Learning
2024
Top co-authors
Mang Ye
· 7
Guancheng Wan
· 5
Bo Du
· 3
Zekun Shi
· 3
and Qiang Yang
· 1
Bing Li
· 1
Bin Yang
· 1
Bin Yang
· 1
Carl Yang
· 1
Changwei Wang
· 1
Di Jiang
· 1
Guibin Zhang
· 1
Topics
Federated Learning
Privacy
Data Heterogeneity
Optimization