Biography

I am an Associate Researcher at the School of Computer Science and Technology, University of Science and Technology of China (USTC), and a member of the USTC-INT Group. I received my Ph.D. in the School of Data Science, University of Science and Technology of China (USTC), supervised by Prof. Liusheng Huang and Prof. Hongli Xu. Before starting my Ph.D. study, I received my Bachelor's degree from North China Electric Power University (NCEPU) in 2017. I am broadly interested in software defined networking, network function virtualization, data center networks, edge computing, federated learning and Internet of Things.

Education

  • Ph.D                     Sept.2019 - Jun.2022, School of Data Science, University of Science and Technology of China (USTC)
  • M.S.                     Sept.2017 - Aug.2019, School of Computer Science and Technology, University of Science and Technology of China (USTC)
  • B.S.                      Sept.2013 - Jun.2017, Department of Computer, North China Electric Power University (NCEPU)

Selected News

  • 2022.06  It's an honor to receive excellent doctoral thesis of USTC
  • 2022.06  One Paper about adaptive control of local updating and model compression in FL accepted by IEEE TMC (CCF A)
  • 2022.05  Invited to serve as a Reviewer for IEEE JSAC SI on Multi-Tier Computing for Next Generation Wireless Networks
  • 2022.03  It's an honor to receive Outstanding Graduate of USTC
  • 2022.02  One Paper about federated learning with cluster construction accepted by IEEE TMC (CCF A)
  • 2021.12   It's an honor to receive Gusu outstanding student scholarship
  • 2021.12   One paper about enhancing federated learning with intelligent model migration accepted by IEEE ICDE 2022 (CCF A)
  • 2021.11   One Paper about enhancing federated learing for in-cloud unlabeled data accepted by IEEE ICDE 2022 (CCF A)
  • 2021.10   One Paper about WiFi-based activity recognition system accepted by IEEE TMC (CCF A)
  • 2021.11   It's an honor to receive JAC-NIO Scholarship.
  • 2021.08   One paper about improving training accuracy and time of federated learning accepted by Computer Networks (CCF B)
  • 2021.07  One paper about adaptive asynchronous federated learning accepted by IEEE TMC (CCF A)

Selected Publications

2022

[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 Rank A) [PDF]
[TMC'22] Yang Xu, Yunming Liao, *Hongli Xu，Zhenguo Ma, Lun Wang, Jianchun Liu, "Adaptive Control of Local Updating and Model Compression for Efficient Federated Learning ", IEEE Transactions on Mobile Computing, 2022. (CCF Rank A, JCR Q1, IF=5.577) [PDF]
[ToN'22] Hongli Xu, Peng Xi, Gongming Zhao, Jianchun Liu, Chen Qian, Liusheng Huang, "SAFE-ME: Scalable and Flexible Policy Enforcement in Middlebox Networks ", IEEE/ACM Transactions on Networking, 2022. (CCF Rank A, JCR Q1, IF=3.56)
[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, 2022. (CCF Rank A, JCR Q1, IF=5.577) [PDF]
[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 Rank A) [PDF]

2021

[TMC'21] Jianchun Liu, Hongli Xu, Lun Wang, Chen Qian, Jinyang Huang, He Huang, "Adaptive Asynchronous Federated Learning in Resource-Constrained Edge Computing ", IEEE Transactions on Mobile Computing, 2021. (CCF Rank A, JCR Q1, IF=5.577) [PDF]
[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, 2021. (CCF Rank B, JCR Q1, IF=4.474) [PDF]
[TMC'21] Jinyang Huang, Bin Liu, Chenglin Miao, Yan Lu, Qijia Zheng, Yu Wu, Jianchun Liu, ChangWen Chen, "PhaseAnti: an Anti-interference WiFi-based Activity Recognition System Using Interference-Independent Phase Component ", IEEE Transactions on Mobile Computing, 2021. (CCF Rank A, JCR Q1, IF=5.577) [PDF]
[INFOCOM'21] Zhiyuan Wang, Hongli Xu, Jianchun Liu, He Huang, Chunming Qiao, Yangming Zhao, "Resource-Efficient Federated Learning with Hierarchical Aggregation in Edge Computing ", 2021 IEEE 40th International Conference on Computer Communications, Virtual Conference, May 2021. (CCF Rank A) [PDF]
[TMC'21] Min Chen, Haichuan Wang, Zeyu Meng, Hongli Xu, Yang Xu, Jianchun Liu, He Huang, "Joint Data Collection and Resource Allocation for Distributed Machine Learning at the Edge ", IEEE Transactions on Mobile Computing, 2021. (CCF Rank A, JCR Q1, IF=5.577) [PDF]
[ComNet'21] Xuwei Yang, Hongli Xu, Jianchun Liu, Chen Qian, Xingpeng Fan, He Huang, Haibo Wang, "Achieving High Reliability and Throughput in Software Defined Networks ", Computer Networks, 2021. (CCF Rank B, JCR Q1, IF=4.474) [PDF]

2020

[INFOCOM'20] Jianchun Liu, Hongli Xu, Gongming Zhao, Chen Qian, Xingpeng Fan, Liusheng Huang, "Incremental Server Deployment for Scalable NFV-enabled Networks ", 2020 IEEE 39th International Conference on Computer Communications, Virtual Conference, July 2020. (CCF Rank A) [PDF]
[ToN'20] Jianchun Liu, Hongli Xu, Gongming Zhao, Chen Qian, Xingpeng Fan, Xuwei Yang, He Huang, "Incremental Server Deployment for Software-Defined NFV-enabled Networks ", IEEE/ACM Transactions on Networking, 2020. (CCF Rank A, JCR Q1, IF=3.56) [PDF]
[ComNet'20] Haibo Wang, Hongli Xu, Chen Qian, Juncheng Ge, Jianchun Liu, He Huang, "PrePass: Load balancing with data plane resource constraints using commodity SDN switches ", Computer Networks, Volume 178, 4 September 2020, 107339. (CCF Rank B, JCR Q1, IF=4.474) [PDF]

2019

[ICNP'19] Gongming Zhao, Hongli Xu, Jianchun Liu, Chen Qian, Juncheng Ge, Liusheng Huang, "SAFE-ME: Scalable and Flexible Middlebox Policy Enforcement with Software Defined Networking ", 2019 IEEE 27th International Conference on Network Protocols, Chicago, USA, October 2019. (CCF Rank B) [PDF]
[ICCSN'19] Jianchun Liu, Liusheng Huang, Chunming Qiao, Shishuang Wang, "TOR-ME: Reducing Controller Response Time Based on Rings in Software Defined Networks ", 2019 IEEE 11th International Conference on Communication Software and Networks, Chongqing, China, June 2019. (CCF Rank C) [PDF]
[HPCC'19] Haichuan Wang, Xi Chen, Hongli Xu, Jianchun Liu, Liusheng Huang, "Joint Job Offloading and Resource Allocation for Distributed Deep Learning in Edge Computing ", 2019 The 21st IEEE International Conference on High Performance Computing and Communications, Zhangjiajie, China, August 2019. (CCF Rank C) [PDF]
[HPCC'19] Shishuang Wang, Hongli Xu, Liusheng Huang, Xuwei Yang, Jianchun Liu, "Fast Recovery for Single Link Failure with Segment Routing in SDNs ", 2019 The 21st IEEE International Conference on High Performance Computing and Communications, Zhangjiajie, China, August 2019. (CCF Rank C) [PDF]
[ComNet'19] Hongli Xu, Jianchun Liu, Chen Qian, He Huang, Chunming Qiao, "Reducing Controller Response Time with Hybrid Routing in Software Defined Networks ", Computer Networks, 164C (2019) 106891. (CCF Rank B, JCR Q1, IF=4.474) [PDF]

Awards

  • Excellent doctoral thesis of USTC, 2022
  • Outstanding Graduate of USTC, 2022
  • Gusu Outstanding Student Scholarship, 2021
  • JAC-NIO Scholarship, USTC, 2021
  • National Scholarship, Ministry of Education of P. R. China, Ph.D., 2020
  • Dushu Lake Scholarship, USTC, 2019
  • Outstanding Graduate in Hebei Province of P. R. China, Bachelor, 2017
  • National Scholarship, Ministry of Education of P. R. China, Bachelor, 2016

    • 只要思想不滑坡,办法总比困难多！

    There's always a way as long as you maintain in good a state of mind!

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