师资队伍

人才概况
师德师风建设
博士生导师
硕士生导师

曲悠扬

研究员



        研究员，博士/硕士生导师，山东省泰山学者青年专家。澳大利亚新南威尔士大学/悉尼大学/斯威本科技大学博士生导师，澳大利亚斯威本大学兼职副教授。在包括IEEE TSC/TMC/TPDS/TII/TVT/CST/WCM、ACM Computing Surveys、Computer Science Review等顶级期刊发表高质量论文100余篇，在Springer发表学术专著3部，学术引用超过3700次，H-index 32，ESI高被引论文5篇。入选斯坦福大学全球前2%顶尖科学家榜单。获得4项国际会议最佳论文奖，中国专利多项。主持或联合管理的科研项目已经超过10项，管理经费合计超过1000万元人民币。担任了多个国际学术SCI/EI杂志的编委或客座编委，以及作为大会主席或程序委员会主席主导了2次国际学术会议。指导学生获得比赛省赛一等奖2次。


研究方向：隐私保护、机器学习算法、区块链、边缘智能计算

联系方式：quyy@sdas.org；13261814407

1、主持或参与项目

[1] 用户能源消耗数据隐私风险评估及保护，澳大利亚能源部与澳大利亚科学院联合研究项目，2022.03-2023.03、主持

[2] 6G隐私安全及保护机制研究，澳大利亚科技部研究项目，2022.09-2025.09、主持

[3] 安全鲁棒的区块链系统研究，澳大利亚国家级科研项目，2023.02-2025.02、主持

[4] 内嵌数理原理的群体智能涌现模式与运行机制，科技部-国家科技创新2030“新一代人工智能”重大项目，项目骨干

2、奖励

[1] 基于位置服务的混合隐私保护架构，国际会议论文奖, EAI, 2021

3、 论文、著作

[1] Youyang Qu （曲悠扬）, Md Palash Uddin, Chenquan Gan, Yong Xiang, Longxiang Gao, and John Yearwood. “Blockchain-Enabled Federated Learning: A Survey”. ACM Computing Surveys, 2022, early access. (第一作者，中科院分区一区，已上线)

[2] Youyang Qu （曲悠扬）, Longxiang Gao, Tom H. Luan, Yong Xiang, Shui Yu, Bai Li, and Gavin Zheng. "Decentralized Privacy using Blockchain-Enabled Federated Learning in Fog Computing." IEEE Internet of Things Journal, vol. 7, no. 6, pp: 5171-5183, 2020. (第一作者，中科院分区一区)

[3] Youyang Qu （曲悠扬）, Mohammad Reza Nosouhi, Lei Cui, and Shui Yu. Personalized Privacy Protection in Big Data. Springer, 2021. (第一作者，专著)

[4] Youyang Qu （曲悠扬）, Shiping Chen, Longxiang Gao, Lei Cui, Keshav Sood, and Shui Yu. "Personalized Privacy-Preserving Medical Data Sharing for Blockchain-based Smart Healthcare Networks." In 2022 IEEE International Conference on Communications (ICC), pp. 1-6. IEEE, 2022. (第一作者，CCF C类)

[5] Youyang Qu （曲悠扬）, Shui Yu, Wanlei Zhou, Sancheng Peng, Guojun Wang, and Ke Xiao. "Privacy of things: Emerging challenges and opportunities in wireless Internet of Things." IEEE Wireless Communications, vol. 25, no. 6, pp: 91-97, 2018. (第一作者，中科院分区一区)

[6] Youyang Qu （曲悠扬）, Jingwen Zhang, Ruidong Li, Xiaoning Zhang, Xuemeng Zhai,and Shui Yu.” Generative Adversarial Networks Enhanced Location Privacy in 5G Networks”. Science China Information Science, vol. 63, no. 12, pp. 1-12, 2020. (第一作者，中科院分区二区)

[7] Youyang Qu （曲悠扬）, Shui Yu, Jingwen Zhang, Huynh Thi Thanh Binh, Longxiang Gao, and Wanlei Zhou. "GAN-DP: Generative adversarial net driven differentially privacy-preserving big data publishing." In 2019 IEEE International Conference on Communications (ICC), pp. 1-6. IEEE, 2019. (第一作者，CCF C类)

[8] Youyang Qu （曲悠扬）, Shui Yu, Wanlei Zhou, and Yonghong Tian. "GAN-driven personalized spatial-temporal private data sharing in cyber-physical social systems." IEEE Transactions on Network Science and Engineering, vol. 7, no. 4, pp: 2576-2586, 2020. (第一作者，中科院分区二区, IF:5.6)

[9] Youyang Qu （曲悠扬）, Shui Yu, Wanlei Zhou, Shiping Chen, and Jun Wu. "Customizable Reliable Privacy-Preserving Data Sharing in Cyber-Physical Social Network." IEEE Transactions on Network Science and Engineering, vol. 8, no. 1, pp: 269-281, 2021. (第一作者，中科院分区二区, IF:5.6)

[10] Youyang Qu （曲悠扬）, Lei Cui, Shui Yu, Wanlei Zhou, and Jun Wu. "Improving Data Utility through Game Theory in Personalized Differential Privacy." In 2018 IEEE International Conference on Communications (ICC), pp. 1-6. IEEE, 2018. (第一作者，CCF C类)

[11] Youyang Qu* （曲悠扬）, Lei Cui*, Gang Xie, Deze Zeng, Ruidong Li, Shigen Shen, and Shui Yu. "Security and privacy-enhanced federated learning for anomaly detection in IoT infrastructures." IEEE Transactions on Industrial Informatics, vol. 18, no. 5, pp: 3492-3500, 2022. (共同第一作者，中科院分区一区)

[12] Youyang Qu （曲悠扬）, Shiva Raj Pokhrel, Sahil Garg, Longxiang Gao, and Yong Xiang. "A blockchained federated learning framework for cognitive computing in industry 4.0 networks." IEEE Transactions on Industrial Informatics, vol. 17, no. 4, pp: 2964-2973, 2021.

4、专利

[1] 曲悠扬,张鹤等. 一种基于模型的轻量级区块链共识方法、设备及介质. CN202211393174.X.

[2] 曲悠扬,张鹤等. 一种去中心化的安全联邦学习方法及系统. CN202210114454.6.