| Efficient federated learning for AIoT applications using knowledge distillation T Liu, J Xia, Z Ling, X Fu, S Yu, M Chen IEEE Internet of Things Journal 10 (8), 7229-7243, 2022 | 26 | 2022 |
| PervasiveFL: Pervasive federated learning for heterogeneous IoT systems J Xia, T Liu, Z Ling, T Wang, X Fu, M Chen IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2022 | 21 | 2022 |
| FedCross: Towards accurate federated learning via multi-model cross-aggregation M Hu, P Zhou, Z Yue, Z Ling, Y Huang, A Li, Y Liu, X Lian, M Chen 2024 IEEE 40th International Conference on Data Engineering (ICDE), 2137-2150, 2024 | 13 | 2024 |
| FedEntropy: Efficient Federated Learning for Non-IID Scenarios Using Maximum Entropy Judgment-based Client Selection Z Ling, Z Yue, J Xia, T Wang, M Chen, X Lian 2023 IEEE Intl Conf on Parallel & Distributed Processing with Applications …, 2023 | 13* | 2023 |
| Model-Contrastive Learning for Backdoor Elimination Z Yue, J Xia, Z Ling, M Hu, T Wang, X Wei, M Chen Proceedings of the 31st ACM International Conference on Multimedia, 8869-8880, 2023 | 4 | 2023 |
| Fedmr: Federated learning via model recombination M Hu, Z Yue, Z Ling, Y Huang, C Chen, X Wei, Y Liu, M Chen arXiv preprint arXiv:2305.10730, 2023 | 2 | 2023 |
| Model-contrastive learning for backdoor defense Z Yue, J Xia, Z Ling, M Hu, T Wang, X Wei, M Chen arXiv preprint arXiv:2205.04411, 2022 | 2 | 2022 |
| FedEntropy: Efficient Federated Learning for Non-IID Scenarios Using Maximum Entropy Judgment-based Client Selection Z Ling, Z Yue, J Xia, T Wang, M Chen, X Lian 2023 IEEE Intl Conf on Parallel & Distributed Processing with Applications …, 2023 | 1 | 2023 |
| FedCAT: Towards Accurate Federated Learning via Device Concatenation M Hu, T Liu, Z Ling, Z Yue, M Chen arXiv preprint arXiv:2202.12751, 2022 | 1 | 2022 |
| Brief Industry Paper: RTLight: Digital Twin-Based Real-Time Federated Traffic Signal Control Y Ye, Z Ling, Y Yang, X Wei, C Cheng, S Chen, M Chen 2023 IEEE Real-Time Systems Symposium (RTSS), 473-477, 2023 | | 2023 |
| WaveAttack: Asymmetric Frequency Obfuscation-based Backdoor Attacks Against Deep Neural Networks J Xia, Z Yue, Y Zhou, Z Ling, X Wei, M Chen arXiv preprint arXiv:2310.11595, 2023 | | 2023 |