Youyang Qu

Youyang Qu

Deakin University

H-index: 26

Oceania-Australia

About Youyang Qu

Youyang Qu, With an exceptional h-index of 26 and a recent h-index of 25 (since 2020), a distinguished researcher at Deakin University, specializes in the field of Privacy Protection, Machine Learning, Blockchain, Edge Intelligence..

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

Data and Model Poisoning Backdoor Attacks on Wireless Federated Learning, and the Defense Mechanisms: A Comprehensive Survey

Privacy at a Price: Exploring its Dual Impact on AI Fairness

The Frontier of Data Erasure: Machine Unlearning for Large Language Models

Learn to Unlearn: Insights Into Machine Unlearning

An Efficient and Reliable Asynchronous Federated Learning Scheme for Smart Public Transportation

FedAWR: An interactive federated active learning framework for air writing recognition

Privacy-preserving data analytics for smart decision-making energy systems in sustainable smart community

Towards Privacy-Aware and Trustworthy Data Sharing Using Blockchain for Edge Intelligence

Youyang Qu Information

University

Position

School of IT

Citations(all)

2571

Citations(since 2020)

2526

Cited By

466

hIndex(all)

26

hIndex(since 2020)

25

i10Index(all)

46

i10Index(since 2020)

45

Email

University Profile Page

Deakin University

Google Scholar

View Google Scholar Profile

Youyang Qu Skills & Research Interests

Privacy Protection

Machine Learning

Blockchain

Edge Intelligence.

Top articles of Youyang Qu

Title

Journal

Author(s)

Publication Date

Data and Model Poisoning Backdoor Attacks on Wireless Federated Learning, and the Defense Mechanisms: A Comprehensive Survey

Yichen Wan

Youyang Qu

Wei Ni

Yong Xiang

Longxiang Gao

...

2024/2/7

Privacy at a Price: Exploring its Dual Impact on AI Fairness

arXiv preprint arXiv:2404.09391

Mengmeng Yang

Ming Ding

Youyang Qu

Wei Ni

David Smith

...

2024/4/15

The Frontier of Data Erasure: Machine Unlearning for Large Language Models

Youyang Qu

Ming Ding

Nan Sun

Kanchana Thilakarathna

Tianqing Zhu

...

2024/3/23

Learn to Unlearn: Insights Into Machine Unlearning

Youyang Qu

Xin Yuan

Ming Ding

Wei Ni

Thierry Rakotoarivelo

...

2024/3/6

An Efficient and Reliable Asynchronous Federated Learning Scheme for Smart Public Transportation

IEEE Transactions on Vehicular Technology

Chenhao Xu

Youyang Qu

Tom H Luan

Peter W Eklund

Yong Xiang

...

2022/8/15

FedAWR: An interactive federated active learning framework for air writing recognition

IEEE Transactions on Mobile Computing

Xiangjie Kong

Wenyi Zhang

Youyang Qu

Xinwei Yao

Guojiang Shen

2023/9/28

Privacy-preserving data analytics for smart decision-making energy systems in sustainable smart community

Sustainable Energy Technologies and Assessments

Yuping Zhang

Youyang Qu

Longxiang Gao

Tom Hao Luan

Alireza Jolfaei

...

2023/6/1

Towards Privacy-Aware and Trustworthy Data Sharing Using Blockchain for Edge Intelligence

Big Data Mining and Analytics

Youyang Qu

Lichuan Ma

Wenjie Ye

Xuemeng Zhai

Shui Yu

...

2023/8/29

Digital twin enabled remote data sharing for internet of vehicles: System and incentive design

IEEE Transactions on Vehicular Technology

Chenchen Tan

Xinghao Li

Longxiang Gao

Tom H Luan

Youyang Qu

...

2023/5/16

Security Challenges and Potential Solutions in Aerial-Terrestrial Wireless Networking

IEEE Internet of Things Magazine

Keshav Sood

Dinh Duc Nha Nguyen

Youyang Qu

Lei Cui

Kallol Krishna Karmakar

...

2023/12/18

Evolutionary privacy-preserving learning strategies for edge-based IoT data sharing schemes

Digital Communications and Networks

Yizhou Shen

Shigen Shen

Qi Li

Haiping Zhou

Zongda Wu

...

2023/8/1

Learn to unlearn: A survey on machine unlearning

arXiv preprint arXiv:2305.07512

Youyang Qu

Xin Yuan

Ming Ding

Wei Ni

Thierry Rakotoarivelo

...

2023/5/12

AI-Driven Sentiment Analysis for Music Composition

Qinyuan Wang

Youyang Qu

Haibo Cheng

Yonghao Yu

Xiaodong Wang

...

2023/11/11

Towards blockchain-assisted privacy-aware data sharing for edge intelligence: a smart healthcare perspective

arXiv preprint arXiv:2306.16630

Youyang Qu

Lichuan Ma

Wenjie Ye

Xuemeng Zhai

Shui Yu

...

2023/6/29

Learning a dual-branch classifier for class incremental learning

Applied Intelligence

Lei Guo

Gang Xie

Youyang Qu

Gaowei Yan

Lei Cui

2023/2

A Survey on Edge Intelligence for Music Composition: Principles, Applications, and Privacy Implications

Qinyuan Wang

Youyang Qu

Siyu Nan

Wantong Jiang

Bruce Gu

...

2023/11/11

A lightweight model-based evolutionary consensus protocol in blockchain as a service for IoT

IEEE Transactions on Services Computing

Yao Zhao

Youyang Qu

Yong Xiang

Yushu Zhang

Longxiang Gao

2023/1/23

RASS: Enabling privacy-preserving and authentication in online AI-driven healthcare applications

ISA Transactions

Jianghua Liu

Chao Chen

Youyang Qu

Shuiqiao Yang

Lei Xu

2023/4/6

Tools for Design, Implementation and Verification of Emerging Information Technologies: 17th EAI International Conference, TridentCom 2022, Melbourne, Australia, November 23-25 …

Shui Yu

Bruce Gu

Youyang Qu

Xiaodong Wang

2023/6/16

Blockchain-Enabled Federated Learning: A Survey

Youyang Qu

Md Palash Uddin

Chenquan Gan

Yong Xiang

Longxiang Gao

...

2022/11/21

See List of Professors in Youyang Qu University(Deakin University)

Co-Authors

H-index: 74
Prof Shui Yu

Prof Shui Yu

University of Technology

H-index: 56
Yong Xiang

Yong Xiang

Deakin University

H-index: 47
Tom H. Luan (栾浩)

Tom H. Luan (栾浩)

Xidian University

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