FedCAT: Towards Accurate Federated Learning via Device Concatenation. - Ming Hu 003; Tian Liu 005; Zhiwei Ling; Zhihao Yue; Mingsong Chen 001 (CoRR, 2022)

Model-Contrastive Learning for Backdoor Defense. - Zhihao Yue; Jun Xia 003; Zhiwei Ling; Ming Hu 003; Ting Wang 001; Xian Wei; Mingsong Chen 001 (CoRR, 2022)

FedEntropy: Efficient Device Grouping for Federated Learning Using Maximum Entropy Judgment. - Zhiwei Ling; Zhihao Yue; Jun Xia 003; Ming Hu 003; Ting Wang 001; Mingsong Chen 001 (CoRR, 2022)

FedMR: Fedreated Learning via Model Recombination. - Ming Hu 003; Zhihao Yue; Zhiwei Ling; Xian Wei; Mingsong Chen 001 (CoRR, 2022)

FedCross: Towards Accurate Federated Learning via Multi-Model Cross Aggregation. - Ming Hu 003; Peiheng Zhou; Zhihao Yue; Zhiwei Ling; Yihao Huang 001; Yang Liu 003; Mingsong Chen 001 (CoRR, 2022)

PervasiveFL: Pervasive Federated Learning for Heterogeneous IoT Systems. - Jun Xia 003; Tian Liu 005; Zhiwei Ling; Ting Wang 001; Xin Fu; Mingsong Chen 001 (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2022)

FedEntropy: Efficient Federated Learning for Non-IID Scenarios Using Maximum Entropy Judgment-based Client Selection. - Zhiwei Ling; Zhihao Yue; Jun Xia 003; Ting Wang 001; Mingsong Chen 001; Xiang Lian 001 (ISPA/BDCloud/SocialCom/SustainCom, 2023)

Model-Contrastive Learning for Backdoor Elimination. - Zhihao Yue; Jun Xia 003; Zhiwei Ling; Ming Hu 003; Ting Wang 001; Xian Wei; Mingsong Chen 001 (ACM Multimedia, 2023)

Brief Industry Paper: RTLight: Digital Twin-Based Real-Time Federated Traffic Signal Control. - Yutong Ye 001; Zhiwei Ling; Yaning Yang; Xian Wei; Cheng Chen 027; Su Chen; Mingsong Chen 001 (RTSS, 2023)

FedMR: Federated Learning via Model Recombination. - Ming Hu 003; Zhihao Yue; Zhiwei Ling; Yihao Huang 001; Cheng Chen 015; Xian Wei; Yang Liu 003; Mingsong Chen 001 (CoRR, 2023)

WaveAttack: Asymmetric Frequency Obfuscation-based Backdoor Attacks Against Deep Neural Networks. - Jun Xia 003; Zhihao Yue; Yingbo Zhou; Zhiwei Ling; Xian Wei; Mingsong Chen 001 (CoRR, 2023)

Efficient Federated Learning for AIoT Applications Using Knowledge Distillation. - Tian Liu 005; Jun Xia 003; Zhiwei Ling; Xin Fu; Shui Yu 001; Mingsong Chen 001 (IEEE Internet Things J., 2023)

FedCross: Towards Accurate Federated Learning via Multi-Model Cross-Aggregation. - Ming Hu 003; Peiheng Zhou; Zhihao Yue; Zhiwei Ling; Yihao Huang 001; Anran Li 001; Yang Liu 003; Xiang Lian 001; Mingsong Chen 001 (ICDE, 2024)

WaveAttack: Asymmetric Frequency Obfuscation-based Backdoor Attacks Against Deep Neural Networks. - Jun Xia 003; Zhihao Yue; Yingbo Zhou; Zhiwei Ling; Yiyu Shi 001; Xian Wei; Mingsong Chen 001 (NeurIPS, 2024)

CADRef: Robust Out-of-Distribution Detection via Class-Aware Decoupled Relative Feature Leveraging. - Zhiwei Ling; Yachen Chang; Hailiang Zhao; Xinkui Zhao; Kingsum Chow; Shuiguang Deng (CVPR, 2025)