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Pingyi Fan — most-cited papers & profile · Federated Learning
← authors
·
overview
Pingyi Fan
37
papers ·
196
citations ·
47
h-index
Space Engineering University · Tsinghua University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Distributed Deep Reinforcement Learning Based Gradient Quantization for Federated Learning Enabled Vehicle Edge Computing
2024 · 72 citations
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
Deep Reinforcement Learning Based Vehicle Selection for Asynchronous Federated Learning Enabled Vehicular Edge Computing
2023 · 11 citations
Mobility-Aware Federated Self-supervised Learning in Vehicular Network
2024 · 7 citations
Mobility-Aware Cooperative Caching in Vehicular Edge Computing Based on Asynchronous Federated and Deep Reinforcement Learning
2022 · 6 citations
Optimizing Age of Information in Vehicular Edge Computing with Federated Graph Neural Network Multi-Agent Reinforcement Learning
2024 · 4 citations
Convergence Analysis and System Design for Federated Learning over Wireless Networks
2021 · 3 citations
A Comprehensive Survey on Joint Resource Allocation Strategies in Federated Edge Learning
2024 · 3 citations
FedLP: Layer-wise Pruning Mechanism for Communication-Computation Efficient Federated Learning
2023 · 2 citations
High stable and accurate vehicle selection scheme based on federated edge learning in vehicular networks
2022 · 1 citations
Personalized Federated Distillation Assisted Vehicle Edge Caching Strategy
2025
Federated Learning Assisted Edge Caching Scheme Based on Lightweight Architecture DDPM
2025
How global observation works in Federated Learning: Integrating vertical training into Horizontal Federated Learning
2021
ISFL: Federated Learning for Non-i.i.d. Data with Local Importance Sampling
2022
Top co-authors
Khaled B. Letaief
· 8
Qiong Wu
· 7
Chenghui Peng
· 5
Nan Cheng
· 4
Qiong Wu
· 4
and Khaled B. Letaief
· 3
Jiangzhou Wang
· 3
Qiang Fan
· 3
Qiang Fan
· 3
Wen Chen
· 3
Xueying Gu
· 3
Zheqi Zhu
· 3
Topics
Federated Learning
Privacy
Edge Computing
Communication
Optimization