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Yipeng Zhou — most-cited papers & profile · Federated Learning
← authors
·
overview
Yipeng Zhou
21
papers ·
32
citations
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
On the Practicality of Differential Privacy in Federated Learning by Tuning Iteration Times
2021 · 10 citations
Mitigating Sybil Attacks on Differential Privacy based Federated Learning
2020 · 6 citations
pFedSim: Similarity-Aware Model Aggregation Towards Personalized Federated Learning
2023 · 4 citations
Gain without Pain: Offsetting DP-injected Nosies Stealthily in Cross-device Federated Learning
2021 · 1 citations
Slashing Communication Traffic in Federated Learning by Transmitting Clustered Model Updates
2021 · 1 citations
Optimizing the Numbers of Queries and Replies in Federated Learning with Differential Privacy
2021 · 1 citations
A Fast Blockchain-based Federated Learning Framework with Compressed Communications
2022 · 1 citations
Boost Decentralized Federated Learning in Vehicular Networks by Diversifying Data Sources
2022 · 1 citations
The Power of Bias: Optimizing Client Selection in Federated Learning with Heterogeneous Differential Privacy
2024 · 1 citations
Differentially Private Federated Low Rank Adaptation Beyond Fixed-Matrix
2025
Mitigating Noise Detriment in Differentially Private Federated Learning with Model Pre-training
2024
Optimal Rate Adaption in Federated Learning with Compressed Communications
2021
Deep Hierarchy Quantization Compression algorithm based on Dynamic Sampling
2022
BARA: Efficient Incentive Mechanism with Online Reward Budget Allocation in Cross-Silo Federated Learning
2023
FedDWA: Personalized Federated Learning with Dynamic Weight Adjustment
2023
Top co-authors
Laizhong Cui
· 7
Di Wu
· 5
Quan Z. Sheng
· 4
Shui Yu
· 3
Xiaoxin Su
· 3
Chao Li
· 2
Jiangchuan Liu
· 2
Miao Hu
· 2
Song Guo
· 2
Yao Fu
· 2
Yuedong Xu
· 2
Ahmed M. Abdelmoniem
· 1
Topics
Federated Learning
Privacy
Communication
Optimization
Security
Adversarial Attacks
Edge Computing
Data Heterogeneity