软件工程
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刘建春
特任副研究员
刘建春,男,江苏盐城人。2017年于华北电力大学计算机系获学士学位,2022年于中国科学技术大学大数据学院获博士学位。现为中国科大计算机学院特任副研究员,硕士生导师。主要从事物联网、边缘计算、云计算等方面的研究。近五年共发表高水平论文20余篇(包括 CCF 推荐A类论文15篇),其中一作/通讯论文9篇(包括ToN、TMC、INFOCOM、ICDE等 CCF推荐A类论文5篇,IWQoS、ComNet等CCF推荐B类论文3篇),申请国家发明专利6项。同时,作为项目负责人或核心骨干参与国自然重点项目2项、省青年项目1项,作为技术负责人承担1项OPPO合作项目。本人还承担多个国际知名期刊和会议的审稿人,包括IEEE JSAC,TMC、TPDS, TCCN、TWC,WCNC等。曾获2022年度中国科大优博(计算机/大数据学院唯一获得者)、2022年度“小米青年学者”、ACM优博(合肥)。
电子邮箱:jcliu17@ustc.edu.cn
个人主页:https://jcliu17.github.io/
课题组主页:https://int-ustc.github.io/
主要研究方向:物联网、边缘计算、云计算、联邦学习
获奖情况:
1. 2023年,ACM优博(合肥)
2. 2022年,小米青年学者
3. 2022年,中国科大优秀博士毕业论文
4. 2021年,姑苏优秀学生奖学金(特等)
5. 2020年,博士研究生国家奖学金
代表性著作
1. [ToN'23] Jianchun Liu, Qingmin Zeng, Hongli Xu, Yang Xu, Zhiyuan Wang, He Huang, "Adaptive Block-wise Regularization and Knowledge Distillation for Enhancing Federated Learning ", IEEE/ACM Transactions on Networking (ToN), 2023. [CCF A]
2. [ICDE'22] Jianchun Liu, *Yang Xu, *Hongli Xu, Yunming Liao, Zhiyuan Wang, He Huang, "Enhancing Federated Learning with Intelligent Model Migration in Heterogeneous Edge Computing", IEEE International Conference on Data Engineering (ICDE),2022. [CCF A]
3. [TMC'21] Jianchun Liu, *Hongli Xu, Lun Wang, *Yang Xu, Chen Qian, Jinyang Huang, He Huang, "Adaptive Asynchronous Federated Learning in Resource-Constrained Edge Computing", IEEE Transactions on Mobile Computing (TMC), 2021. [CCF A]
4. [INFOCOM’20] Jianchun Liu, *Hongli Xu, Gongming Zhao, Chen Qian, Xingpeng Fan, Liusheng Huang, "Incremental Server Deployment for Scalable NFV-enabled Networks", INFOCOM’20 , July. 2020. [CCF A]
5. [ToN'20] Jianchun Liu, *Hongli Xu, Gongming Zhao, Chen Qian, Xingpeng Fan, Xuwei Yang, Huang He, " Incremental Server Deployment for Software-Defined NFV-enabled Networks" IEEE/ACM Transactions on Networking (ToN), 2020. [CCF A]
6. [ComNet'21] Jianchun Liu, *Hongli Xu, *Yang Xu, Zhenguo Ma, Zhiyuan Wang, Chen Qian, He Huang, "Communication-Efficient Asynchronous Federated Learning in Resource-Constrained Edge Computing", Computer Networks (ComNet), 2021. [CCF B]
7. [ComNet'19] *Honsgli Xu, Jianchun Liu, Chen Qian, He Huang, Chunming Qiao, " Reducing Controller Response Time with Hybrid Routing in Software Defined Networks", Computer Networks (ComNet) , 2019. [CCF B]
8. [TMC'22] Zhiyuan Wang, *Hongli Xu,Jianchun Liu,Yang Xu, He Huang, Yangming Zhao, "Accelerating Federated Learning with Cluster Construction and Hierarchical Aggregation", IEEE Transactions on Mobile Computing (TMC), 2022. [CCF A]
9. [ICDE'22] Lun Wang, *Yang Xu, *Hongli Xu, Jianchun Liu, Zhiyuan Wang, Liusheng Huang, "Enhancing Federated Learning with In-Cloud Unlabeled Data", IEEE International Conference on Data Engineering (ICDE),2022. [CCF A]
10. [INFOCOM’21] Zhiyuan Wang, *Hongli Xu, Jianchun Liu, He Huang, Chunming Qiao, Yangming Zhao, "Resource-Efficient Federated Learning with Hierarchical Aggregation in Edge Computing", INFOCOM’21, May. 2021. [CCF A]