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Guihai Chen — most-cited papers & profile · Federated Learning
← authors
·
overview
Guihai Chen
24
papers ·
487
citations ·
0
h-index
Shanghai Jiao Tong University · Chaohu Hospital of Anhui Medical University · Nanjing University
Google Scholar ↗
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Most-cited papers
Vertical Federated Learning: Challenges, Methodologies and Experiments
2022 · 52 citations
Distributed Non-Convex Optimization with Sublinear Speedup under Intermittent Client Availability
2020 · 12 citations
Distributed Optimization over Block-Cyclic Data
2020 · 8 citations
Toward Understanding the Influence of Individual Clients in Federated Learning
2020 · 1 citations
Federated Submodel Optimization for Hot and Cold Data Features
2021 · 1 citations
An Efficient and Privacy-Preserving Architecture for Cross-Institutional Collaborative RAG
2026
To Store or Not? Online Data Selection for Federated Learning with Limited Storage
2022
Delta: A Cloud-assisted Data Enrichment Framework for On-Device Continual Learning
2024
Top co-authors
Fan Wu
· 8
Zhenzhe Zheng
· 6
Yucheng Ding
· 3
Chengfei Lv
· 2
Chen Gong
· 2
Jie Wu
· 1
Jun Li
· 1
Ming Ding
· 1
Zhihua Wu
· 1
Topics
Federated Learning
Optimization
Privacy
cs.CR
cs.DC
Data Heterogeneity