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Yan Cheng — most-cited papers & profile · Federated Learning
← authors
·
overview
Yan Cheng
7
papers ·
64
citations
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
NVIDIA FLARE: Federated Learning from Simulation to Real-World
2022 · 59 citations
Empowering Federated Learning for Massive Models with NVIDIA FLARE
2024 · 2 citations
C-FedRAG: A Confidential Federated Retrieval-Augmented Generation System
2024 · 2 citations
Secure Federated XGBoost with CUDA-accelerated Homomorphic Encryption via NVIDIA FLARE
2025 · 1 citations
Supercharging Federated Learning with Flower and NVIDIA FLARE
2024 · 1 citations
Privacy-Preserving Federated Fraud Detection in Payment Transactions with NVIDIA FLARE
2026
Optimizing Federated Learning in the Era of LLMs: Message Quantization and Streaming
2025
Top co-authors
Chester Chen
· 7
Holger R. Roth
· 7
Ziyue Xu
· 6
Andrew Feng
· 5
Zhihong Zhang
· 5
Daguang Xu
· 4
Isaac Yang
· 4
Yuan-Ting Hsieh
· 4
Sean Yang
· 3
Yuhong Wen
· 3
and Andrew Feng
· 2
Kevin Lu
· 2
Topics
Federated Learning
cs.LG
cs.CE
cs.DC
Encryption
Security