Dengke Yan

According to our database, Dengke Yan authored at least 7 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

MultiSFL: Towards Accurate Split Federated Learning via Multi-Model Aggregation and Knowledge Replay.

Zeke Xia, Ming Hu, Dengke Yan, Ruixuan Liu, Anran Li, Xiaofei Xie, Mingsong Chen

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

2024

CaBaFL: Asynchronous Federated Learning via Hierarchical Cache and Feature Balance.

Zeke Xia, Ming Hu, Dengke Yan, Xiaofei Xie, Tianlin Li, Anran Li, Junlong Zhou, Mingsong Chen

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., November, 2024

KoReA-SFL: Knowledge Replay-based Split Federated Learning Against Catastrophic Forgetting.

Zeke Xia, Ming Hu, Dengke Yan, Ruixuan Liu, Anran Li, Xiaofei Xie, Mingsong Chen

CoRR, 2024

SampDetox: Black-box Backdoor Defense via Perturbation-based Sample Detoxification.

Yanxin Yang, Chentao Jia, Dengke Yan, Ming Hu, Tianlin Li, Xiaofei Xie, Xian Wei, Mingsong Chen

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

2023

Have Your Cake and Eat It Too: Toward Efficient and Accurate Split Federated Learning.

Dengke Yan, Ming Hu, Zeke Xia, Yanxin Yang, Jun Xia, Xiaofei Xie, Mingsong Chen

CoRR, 2023

Brief Industry Paper: Towards Efficient Task Scheduling for AUTOSAR using Parallel Pruning.

Yanxing Yang, Nan Zhang, Dengke Yan, Xian Wei, Junlong Zhou, Hong Liu, Mingsong Chen

Proceedings of the IEEE Real-Time Systems Symposium, 2023

GitFL: Uncertainty-Aware Real-Time Asynchronous Federated Learning Using Version Control.

Ming Hu, Zeke Xia, Dengke Yan, Zhihao Yue, Jun Xia, Yihao Huang, Yang Liu, Mingsong Chen

Proceedings of the IEEE Real-Time Systems Symposium, 2023