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Nan Cheng — most-cited papers & profile · Federated Learning
← authors
·
overview
Nan Cheng
18
papers ·
84
citations ·
67
h-index
Xidian University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
DRL-Based Federated Self-Supervised Learning for Task Offloading and Resource Allocation in ISAC-Enabled Vehicle Edge Computing
2024 · 13 citations
DRL-Based Resource Allocation for Motion Blur Resistant Federated Self-Supervised Learning in IoV
2024 · 11 citations
Optimizing Age of Information in Vehicular Edge Computing with Federated Graph Neural Network Multi-Agent Reinforcement Learning
2024 · 4 citations
Federated Learning Assisted Edge Caching Scheme Based on Lightweight Architecture DDPM
2025
Effectively Heterogeneous Federated Learning: A Pairing and Split Learning Based Approach
2023
Top co-authors
Pingyi Fan
· 4
Qiong Wu
· 4
Khaled B. Letaief
· 3
Wen Chen
· 3
Xueying Gu
· 2
and Khaled B. Letaief
· 1
Conghao Zhou
· 1
Jiangzhou Wang
· 1
Jinglong Shen
· 1
Kezhi Wang
· 1
Longfei Ma
· 1
Qiang Fan
· 1
Topics
Federated Learning
Privacy
Edge Computing
Communication