劉建春(中國科學技術大學軟體工程)

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劉建春,男,江蘇鹽城人。2017年於華北電力大學計算機系獲學士學位,2022年於中國科學技術大學大數據學院獲博士學位。現為中國科大計算機學院特任副研究員,碩士生導師。

研究方向,獲獎記錄,代表性著作,

研究方向

物聯網、邊緣計算、雲計算、聯邦學習

獲獎記錄

1. 2023年,ACM優博(合肥)
2. 2022年,小米青年學者
3. 2022年,中國科大優秀博士畢業論文
4. 2021年,姑蘇優秀學生獎學金(特等)
5. 2020年,博士研究生國家獎學金

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]

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