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Guancheng Wan — most-cited papers & profile · Federated Learning
← authors
·
overview
Guancheng Wan
23
papers ·
24
citations ·
6
h-index
University of California, Los Angeles · Nanyang Technological University · Multimedia University · Wuhan University · University of California, Berkeley
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Most-cited papers
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
Calibrating Biased Distribution in VFM-derived Latent Space via Cross-Domain Geometric Consistency
2025
S2FGL: Spatial Spectral Federated Graph Learning
2025
Privacy-Enhancing Paradigms within Federated Multi-Agent Systems
2025
Federated Graph Semantic and Structural Learning
2024
Top co-authors
Wenke Huang
· 7
Mang Ye
· 5
Bo Du
· 2
Bing Li
· 1
Bin Yang
· 1
Bowei Liu
· 1
Carl Yang
· 1
Guibin Zhang
· 1
He Li
· 1
Jian Wang
· 1
Jiawei Shao
· 1
Jiayi Chen
· 1
Topics
Federated Learning
Privacy
cs.CV
cs.AI
Data Heterogeneity