Jianchun Liu

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 33

Top Topics

Resource Allocation

Policy Enforcement

Scoring Metrics

Top Venues

IEEE Trans. Mob. Comput.

Comput. Networks

IEEE/ACM Trans. Netw.

Publications

Jinyang Huang, Bin Liu, Chenglin Miao, Xiang Zhang, Jianchun Liu, Lu Su, Zhi Liu, Yu Gu
PhyFinAtt: An Undetectable Attack Framework Against PHY Layer Fingerprint-Based WiFi Authentication. IEEE Trans. Mob. Comput. 23 (7) (2024)
Jianchun Liu, Jiaming Yan, Hongli Xu, Zhiyuan Wang, Jinyang Huang, Yang Xu
Finch: Enhancing Federated Learning With Hierarchical Neural Architecture Search. IEEE Trans. Mob. Comput. 23 (5) (2024)
Jianchun Liu, Yujia Huo, Pengcheng Qu, Sun Xu, Zhi Liu, Qianpiao Ma, Jinyang Huang
FedCD: A Hybrid Federated Learning Framework for Efficient Training With IoT Devices. IEEE Internet Things J. 11 (11) (2024)
Yang Xu, Zhenguo Ma, Hongli Xu, Suo Chen, Jianchun Liu, Yinxing Xue
FedLC: Accelerating Asynchronous Federated Learning in Edge Computing. IEEE Trans. Mob. Comput. 23 (5) (2024)
Yang Xu, Lun Wang, Hongli Xu, Jianchun Liu, Zhiyuan Wang, Liusheng Huang
Enhancing Federated Learning With Server-Side Unlabeled Data by Adaptive Client and Data Selection. IEEE Trans. Mob. Comput. 23 (4) (2024)
Zhenguo Ma, Yang Xu, Hongli Xu, Jianchun Liu, Yinxing Xue
Like Attracts Like: Personalized Federated Learning in Decentralized Edge Computing. IEEE Trans. Mob. Comput. 23 (2) (2024)
Jiaming Yan, Jianchun Liu, Shilong Wang, Hongli Xu, Haifeng Liu, Jianhua Zhou
Heroes: Lightweight Federated Learning with Neural Composition and Adaptive Local Update in Heterogeneous Edge Networks. INFOCOM (2024)
Jinyang Huang, Jia-Xuan Bai, Xiang Zhang, Zhi Liu, Yuanhao Feng, Jianchun Liu, Xiao Sun, Mianxiong Dong, Meng Li
KeystrokeSniffer: An Off-the-Shelf Smartphone Can Eavesdrop on Your Privacy From Anywhere. IEEE Trans. Inf. Forensics Secur. 19 (2024)
Zhida Jiang, Yang Xu, Hongli Xu, Zhiyuan Wang, Jianchun Liu, Chen Qian, Chunming Qiao
Computation and Communication Efficient Federated Learning With Adaptive Model Pruning. IEEE Trans. Mob. Comput. 23 (3) (2024)
Zhiyuan Wang, Hongli Xu, Yang Xu, Zhida Jiang, Jianchun Liu, Suo Chen
FAST: Enhancing Federated Learning Through Adaptive Data Sampling and Local Training. IEEE Trans. Parallel Distributed Syst. 35 (2) (2024)
Jun Liu, Jianchun Liu, Hongli Xu, Yunming Liao, Zhiyuan Wang, Qianpiao Ma
YOGA: Adaptive Layer-Wise Model Aggregation for Decentralized Federated Learning. IEEE/ACM Trans. Netw. 32 (2) (2024)
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 Trans. Netw. 32 (1) (2024)
Zhiyuan Wang, Hongli Xu, Yang Xu, Zhida Jiang, Jianchun Liu
CoopFL: Accelerating federated learning with DNN partitioning and offloading in heterogeneous edge computing. Comput. Networks 220 (2023)
Jiaming Yan, Jianchun Liu, Shilong Wang, Hongli Xu, Haifeng Liu, Jianhua Zhou
Heroes: Lightweight Federated Learning with Neural Composition and Adaptive Local Update in Heterogeneous Edge Networks. CoRR (2023)
Jianchun Liu, Hongli Xu, Lun Wang, Yang Xu, Chen Qian, Jinyang Huang, He Huang
Adaptive Asynchronous Federated Learning in Resource-Constrained Edge Computing. IEEE Trans. Mob. Comput. 22 (2) (2023)
Zhiyuan Wang, Hongli Xu, Jianchun Liu, Yang Xu, He Huang, Yangming Zhao
Accelerating Federated Learning With Cluster Construction and Hierarchical Aggregation. IEEE Trans. Mob. Comput. 22 (7) (2023)
Pengcheng Qu, Jianchun Liu, Zhiyuan Wang, Qianpiao Ma, Jinyang Huang
FedCD: A Hybrid Centralized-Decentralized Architecture for Efficient Federated Learning. ICPADS (2023)
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 Trans. Mob. Comput. 22 (10) (2023)
Qingmin Zeng, Jianchun Liu, Hongli Xu, Zhiyuan Wang, Yang Xu, Yangming Zhao
Enhanced Federated Learning with Adaptive Block-wise Regularization and Knowledge Distillation. IWQoS (2023)
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 Trans. Mob. Comput. 21 (8) (2022)
Hongli Xu, Peng Xi, Gongming Zhao, Jianchun Liu, Chen Qian, Liusheng Huang
SAFE-ME: Scalable and Flexible Policy Enforcement in Middlebox Networks. IEEE/ACM Trans. Netw. 30 (5) (2022)
Jianchun Liu, Yang Xu, Hongli Xu, Yunming Liao, Zhiyuan Wang, He Huang
Enhancing Federated Learning with Intelligent Model Migration in Heterogeneous Edge Computing. ICDE (2022)
Lun Wang, Yang Xu, Hongli Xu, Jianchun Liu, Zhiyuan Wang, Liusheng Huang
Enhancing Federated Learning with In-Cloud Unlabeled Data. ICDE (2022)
Xuwei Yang, Hongli Xu, Jianchun Liu, Chen Qian, Xingpeng Fan, He Huang, Haibo Wang
Achieving high reliability and throughput in software defined networks. Comput. Networks 197 (2021)
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 Trans. Netw. 29 (1) (2021)
Jianchun Liu, Hongli Xu, Yang Xu, Zhenguo Ma, Zhiyuan Wang, Chen Qian, He Huang
Communication-efficient asynchronous federated learning in resource-constrained edge computing. Comput. Networks 199 (2021)
Zhiyuan Wang, Hongli Xu, Jianchun Liu, He Huang, Chunming Qiao, Yangming Zhao
Resource-Efficient Federated Learning with Hierarchical Aggregation in Edge Computing. INFOCOM (2021)
Haibo Wang, Hongli Xu, Chen Qian, Juncheng Ge, Jianchun Liu, He Huang
PrePass: Load balancing with data plane resource constraints using commodity SDN switches. Comput. Networks 178 (2020)
Jianchun Liu, Hongli Xu, Gongming Zhao, Chen Qian, Xingpeng Fan, Liusheng Huang
Incremental Server Deployment for Scalable NFV-enabled Networks. INFOCOM (2020)
Gongming Zhao, Hongli Xu, Jianchun Liu, Chen Qian, Juncheng Ge, Liusheng Huang
SAFE-ME: Scalable and Flexible Middlebox Policy Enforcement with Software Defined Networking. ICNP (2019)
Hongli Xu, Jianchun Liu, Chen Qian, He Huang, Chunming Qiao
Reducing controller response time with hybrid routing in software defined networks. Comput. Networks 164 (2019)
Haichuan Wang, Xi Chen, Hongli Xu, Jianchun Liu, Liusheng Huang
Joint Job Offloading and Resource Allocation for Distributed Deep Learning in Edge Computing. HPCC/SmartCity/DSS (2019)
Shishuang Wang, Hongli Xu, Liusheng Huang, Xuwei Yang, Jianchun Liu
Fast Recovery for Single Link Failure with Segment Routing in SDNs. HPCC/SmartCity/DSS (2019)