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Hongyi Peng — most-cited papers & profile · Federated Learning
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overview
Hongyi Peng
5
papers ·
9
citations
Google Scholar ↗
Semantic Scholar ↗
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Most-cited papers
Advances and Open Challenges in Federated Foundation Models
2024 · 5 citations
FedSDG-FS: Efficient and Secure Feature Selection for Vertical Federated Learning
2023 · 4 citations
Rethinking LoRA for Data Heterogeneous Federated Learning: Subspace and State Alignment
2026
A Federated and Parameter-Efficient Framework for Large Language Model Training in Medicine
2026
FedCal: Achieving Local and Global Calibration in Federated Learning via Aggregated Parameterized Scaler
2024
Top co-authors
Han Yu
· 3
Xiaoxiao Li
· 2
Alysa Ziying Tan
· 1
Anran Li
· 1
Anran Li
· 1
Anran Li
· 1
Bo Zhao
· 1
Chao Ren
· 1
Han Yu
· 1
Han Yu
· 1
Hua Xu
· 1
Hyunjae Kim
· 1
Topics
Federated Learning
Data Heterogeneity
Optimization
Privacy