Zhiwei Ling

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 13

Top Topics

Iterative Scaling

Maximum Entropy

Top Venues

IEEE Internet Things J.

Publications

Ming Hu, Peiheng Zhou, Zhihao Yue, Zhiwei Ling, Yihao Huang, Anran Li, Yang Liu, Xiang Lian, Mingsong Chen
FedCross: Towards Accurate Federated Learning via Multi-Model Cross-Aggregation. ICDE (2024)
Zhihao Yue, Jun Xia, Zhiwei Ling, Ming Hu, Ting Wang, Xian Wei, Mingsong Chen
Model-Contrastive Learning for Backdoor Elimination. ACM Multimedia (2023)
Ming Hu, Zhihao Yue, Zhiwei Ling, Yihao Huang, Cheng Chen, Xian Wei, Yang Liu, Mingsong Chen
FedMR: Federated Learning via Model Recombination. CoRR (2023)
Yutong Ye, Zhiwei Ling, Yaning Yang, Xian Wei, Cheng Chen, Su Chen, Mingsong Chen
Brief Industry Paper: RTLight: Digital Twin-Based Real-Time Federated Traffic Signal Control. RTSS (2023)
Zhiwei Ling, Zhihao Yue, Jun Xia, Ting Wang, Mingsong Chen, Xiang Lian
FedEntropy: Efficient Federated Learning for Non-IID Scenarios Using Maximum Entropy Judgment-based Client Selection. ISPA/BDCloud/SocialCom/SustainCom (2023)
Tian Liu, Jun Xia, Zhiwei Ling, Xin Fu, Shui Yu, Mingsong Chen
Efficient Federated Learning for AIoT Applications Using Knowledge Distillation. IEEE Internet Things J. 10 (8, April 15) (2023)
Jun Xia, Zhihao Yue, Yingbo Zhou, Zhiwei Ling, Xian Wei, Mingsong Chen
WaveAttack: Asymmetric Frequency Obfuscation-based Backdoor Attacks Against Deep Neural Networks. CoRR (2023)
Ming Hu, Zhihao Yue, Zhiwei Ling, Xian Wei, Mingsong Chen
FedMR: Fedreated Learning via Model Recombination. CoRR (2022)
Zhihao Yue, Jun Xia, Zhiwei Ling, Ming Hu, Ting Wang, Xian Wei, Mingsong Chen
Model-Contrastive Learning for Backdoor Defense. CoRR (2022)
Zhiwei Ling, Zhihao Yue, Jun Xia, Ming Hu, Ting Wang, Mingsong Chen
FedEntropy: Efficient Device Grouping for Federated Learning Using Maximum Entropy Judgment. CoRR (2022)
Ming Hu, Tian Liu, Zhiwei Ling, Zhihao Yue, Mingsong Chen
FedCAT: Towards Accurate Federated Learning via Device Concatenation. CoRR (2022)
Jun Xia, Tian Liu, Zhiwei Ling, Ting Wang, Xin Fu, Mingsong Chen
PervasiveFL: Pervasive Federated Learning for Heterogeneous IoT Systems. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41 (11) (2022)
Ming Hu, Peiheng Zhou, Zhihao Yue, Zhiwei Ling, Yihao Huang, Yang Liu, Mingsong Chen
FedCross: Towards Accurate Federated Learning via Multi-Model Cross Aggregation. CoRR (2022)