| Resource-efficient federated learning with hierarchical aggregation in edge computing Z Wang, H Xu, J Liu, H Huang, C Qiao, Y Zhao IEEE INFOCOM 2021-IEEE conference on computer communications, 1-10, 2021 | 184 | 2021 |
| Adaptive asynchronous federated learning in resource-constrained edge computing J Liu, H Xu, L Wang, Y Xu, C Qian, J Huang, H Huang IEEE Transactions on Mobile Computing 22 (2), 674-690, 2021 | 145 | 2021 |
| Accelerating federated learning with cluster construction and hierarchical aggregation Z Wang, H Xu, J Liu, Y Xu, H Huang, Y Zhao IEEE Transactions on Mobile Computing 22 (7), 3805-3822, 2022 | 76 | 2022 |
| Adaptive control of local updating and model compression for efficient federated learning Y Xu, Y Liao, H Xu, Z Ma, L Wang, J Liu IEEE Transactions on Mobile Computing 22 (10), 5675-5689, 2022 | 74 | 2022 |
| Computation and communication efficient federated learning with adaptive model pruning Z Jiang, Y Xu, H Xu, Z Wang, J Liu, Q Chen, C Qiao IEEE Transactions on Mobile Computing 23 (3), 2003-2021, 2023 | 37 | 2023 |
| Communication-efficient asynchronous federated learning in resource-constrained edge computing J Liu, H Xu, Y Xu, Z Ma, Z Wang, C Qian, H Huang Computer Networks 199, 108429, 2021 | 32 | 2021 |
| Finch: Enhancing federated learning with hierarchical neural architecture search J Liu, J Yan, H Xu, Z Wang, J Huang, Y Xu IEEE Transactions on Mobile Computing, 2023 | 30 | 2023 |
| PrePass: Load balancing with data plane resource constraints using commodity SDN switches H Wang, H Xu, C Qian, J Ge, J Liu, H Huang Computer Networks 178, 107339, 2020 | 27 | 2020 |
| CoopFL: Accelerating federated learning with DNN partitioning and offloading in heterogeneous edge computing Z Wang, H Xu, Y Xu, Z Jiang, J Liu Computer Networks 220, 109490, 2023 | 24 | 2023 |
| Incremental server deployment for scalable NFV-enabled networks J Liu, H Xu, G Zhao, C Qian, X Fan, L Huang IEEE INFOCOM 2020-IEEE Conference on Computer Communications, 2361-2370, 2020 | 23 | 2020 |
| Phyfinatt: An undetectable attack framework against phy layer fingerprint-based wifi authentication J Huang, B Liu, C Miao, X Zhang, J Liu, L Su, Z Liu, Y Gu IEEE Transactions on Mobile Computing 23 (7), 7753-7770, 2023 | 21 | 2023 |
| Enhancing federated learning with intelligent model migration in heterogeneous edge computing J Liu, Y Xu, H Xu, Y Liao, Z Wang, H Huang 2022 IEEE 38th International Conference on Data Engineering (ICDE), 1586-1597, 2022 | 20 | 2022 |
| Enhancing federated learning with in-cloud unlabeled data L Wang, Y Xu, H Xu, J Liu, Z Wang, L Huang 2022 IEEE 38th International Conference on Data Engineering (ICDE), 136-149, 2022 | 20 | 2022 |
| Yoga: Adaptive layer-wise model aggregation for decentralized federated learning J Liu, J Liu, H Xu, Y Liao, Z Wang, Q Ma IEEE/ACM Transactions on Networking, 2023 | 17 | 2023 |
| Safe-me: Scalable and flexible middlebox policy enforcement with software defined networking G Zhao, H Xu, J Liu, C Qian, J Ge, L Huang 2019 IEEE 27th International Conference on Network Protocols (ICNP), 1-11, 2019 | 17 | 2019 |
| Joint data collection and resource allocation for distributed machine learning at the edge M Chen, H Wang, Z Meng, H Xu, Y Xu, J Liu, H Huang IEEE Transactions on Mobile Computing 21 (8), 2876-2894, 2020 | 16 | 2020 |
| Fast recovery for single link failure with segment routing in SDNs S Wang, H Xu, L Huang, X Yang, J Liu 2019 IEEE 21st International Conference on High Performance Computing and …, 2019 | 16 | 2019 |
| PhaseAnti: An anti-interference WiFi-based activity recognition system using interference-independent phase component J Huang, B Liu, C Miao, Y Lu, Q Zheng, Y Wu, J Liu, L Su, CW Chen IEEE Transactions on Mobile Computing 22 (5), 2938-2954, 2021 | 15 | 2021 |
| Ferrari: A personalized federated learning framework for heterogeneous edge clients Z Yao, J Liu, H Xu, L Wang, C Qian, Y Liao IEEE Transactions on Mobile Computing, 2024 | 12 | 2024 |
| Like attracts like: Personalized federated learning in decentralized edge computing Z Ma, Y Xu, H Xu, J Liu, Y Xue IEEE Transactions on Mobile Computing 23 (2), 1080-1096, 2022 | 10 | 2022 |
Hongli XuUniversity of Science and Technology of ChinaBestätigte E-Mail-Adresse bei ustc.edu.cn