Yanxin Yang

According to our database, Yanxin Yang authored at least 10 papers between 2012 and 2025.

Collaborative distances:

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

2025

MMDFL: Multi-Model-based Decentralized Federated Learning for Resource-Constrained AIoT Systems.

Dengke Yan, Yanxin Yang, Ming Hu, Xin Fu, Mingsong Chen

Proceedings of the 62nd ACM/IEEE Design Automation Conference, 2025

FilterFL: Knowledge Filtering-based Data-Free Backdoor Defense for Federated Learning.

Yanxin Yang, Ming Hu, Xiaofei Xie, Yue Cao, Pengyu Zhang, Yihao Huang, Mingsong Chen

Proceedings of the 2025 ACM SIGSAC Conference on Computer and Communications Security, 2025

2024

A New Method for In-Situ Characterization of Solid-State Batteries Based on Optical Coherence Tomography.

Jinze Li, Tianhong Ma, Xin Liu, Jiawei Xi, Li Deng, Hao Sun, Yanxin Yang, Xiang Li

Sensors, April, 2024

An Empirical Study of Vulnerability Detection using Federated Learning.

Peiheng Zhou, Ming Hu, Xingrun Quan, Yawen Peng, Xiaofei Xie, Yanxin Yang, Chengwei Liu, Yueming Wu, 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

AdaptiveFL: Adaptive Heterogeneous Federated Learning for Resource-Constrained AIoT Systems.

Chentao Jia, Ming Hu, Zekai Chen, Yanxin Yang, Xiaofei Xie, Yang Liu, Mingsong Chen

Proceedings of the 61st ACM/IEEE Design Automation Conference, 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

Protect Federated Learning Against Backdoor Attacks via Data-Free Trigger Generation.

Yanxin Yang, Ming Hu, Yue Cao, Jun Xia, Yihao Huang, Yang Liu, Mingsong Chen

CoRR, 2023

2022

Local offset point cloud transformer based implicit surface reconstruction.

Yanxin Yang, Sanguo Zhang

Comput. Graph. Forum, October, 2022

2012

A Comparative Study of Two Independent Component Analysis Using Reference Signal Methods.

Jian-Xun Mi, Yanxin Yang

Proceedings of the Emerging Intelligent Computing Technology and Applications, 2012