Yipeng Zhou

Yipeng Zhou

Macquarie University

H-index: 25

Oceania-Australia

About Yipeng Zhou

Yipeng Zhou, With an exceptional h-index of 25 and a recent h-index of 19 (since 2020), a distinguished researcher at Macquarie University, specializes in the field of Federated Learning, Differential Privacy, Networking.

His recent articles reflect a diverse array of research interests and contributions to the field:

Boosting Dynamic Decentralized Federated Learning by Diversifying Model Sources

Fed-CVLC: Compressing Federated Learning Communications with Variable-Length Codes

Expediting In-Network Federated Learning by Voting-Based Consensus Model Compression

DEthna: Accurate Ethereum Network Topology Discovery with Marked Transactions

SDSR: Optimizing Metaverse Video Streaming via Saliency-driven Dynamic Super-Resolution

CSRA: Robust Incentive Mechanism Design for Differentially Private Federated Learning

FRAIM: A Feature Importance-Aware Incentive Mechanism for Vertical Federated Learning

cRVR: A Stackelberg Game Approach for Joint Privacy-Aware Video Requesting and Edge Caching

Yipeng Zhou Information

University

Position

___

Citations(all)

2389

Citations(since 2020)

1448

Cited By

1267

hIndex(all)

25

hIndex(since 2020)

19

i10Index(all)

46

i10Index(since 2020)

35

Email

University Profile Page

Google Scholar

Yipeng Zhou Skills & Research Interests

Federated Learning

Differential Privacy

Networking

Top articles of Yipeng Zhou

Boosting Dynamic Decentralized Federated Learning by Diversifying Model Sources

IEEE Transactions on Services Computing

2024/3/13

Fed-CVLC: Compressing Federated Learning Communications with Variable-Length Codes

arXiv preprint arXiv:2402.03770

2024/2/6

Expediting In-Network Federated Learning by Voting-Based Consensus Model Compression

arXiv preprint arXiv:2402.03815

2024/2/6

DEthna: Accurate Ethereum Network Topology Discovery with Marked Transactions

arXiv preprint arXiv:2402.03881

2024/2/6

SDSR: Optimizing Metaverse Video Streaming via Saliency-driven Dynamic Super-Resolution

IEEE Journal on Selected Areas in Communications

2023/12/21

CSRA: Robust Incentive Mechanism Design for Differentially Private Federated Learning

IEEE Transactions on Information Forensics and Security

2023/11/1

FRAIM: A Feature Importance-Aware Incentive Mechanism for Vertical Federated Learning

2023/10/20

cRVR: A Stackelberg Game Approach for Joint Privacy-Aware Video Requesting and Edge Caching

arXiv preprint arXiv:2310.12622

2023/10/19

Exploring the Practicality of Differentially Private Federated Learning: A Local Iteration Tuning Approach

IEEE Transactions on Dependable and Secure Computing

2023/10/19

Enhancing Federated Learning by One-Shot Transferring of Intermediate Features from Clients

2023/10/9

Analyzing the Convergence of Federated Learning with Biased Client Participation

2023/8/27

FedDWA: personalized federated learning with dynamic weight adjustment

2023/8/19

An Optimized Sparse Response Mechanism for Differentially Private Federated Learning

IEEE Transactions on Dependable and Secure Computing

2023/8/7

Deterministic Network

2023/7/10

Understanding and Improving Perceptual Quality of Volumetric Video Streaming

2023/7/10

Communication compression techniques in distributed deep learning: A survey

2023/6/22

pFedSim: Similarity-Aware Model Aggregation Towards Personalized Federated Learning

arXiv preprint arXiv:2305.15706

2023/5/25

FedDWA: Personalized Federated Learning with Online Weight Adjustment

arXiv preprint arXiv:2305.06124

2023/5/10

BARA: efficient incentive mechanism with online reward budget allocation in cross-silo federated learning

arXiv preprint arXiv:2305.05221

2023/5/9

A Survey of Federated Evaluation in Federated Learning

2023/5

Yipeng Zhou
Yipeng Zhou

H-Index: 16

See List of Professors in Yipeng Zhou University(Macquarie University)

Co-Authors

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