Jun Xia

Efficient Federated Learning for Cloud-Based AIoT Applications

Xinqian Zhang, Ming Hu, Jun Xia et al. · IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems · 2020 · 86 citations

Artificial Intelligence, Engineering, Machine Learning +21

Eliminating Backdoor Triggers for Deep Neural Networks Using Attention Relation Graph Distillation

Jun Xia, Ting Wang, Jiepin Ding et al. · Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence · 2022 · 29 citations · Full text

Artificial Intelligence, Natural Language Processing, Convolutional Neural Network +14

PervasiveFL: Pervasive Federated Learning for Heterogeneous IoT Systems

Jun Xia, Tian Liu, Zhiwei Ling et al. · IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems · 2022 · 27 citations

Engineering, Machine Learning, Neural Network +16

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

Ming Hu, Zeke Xia, Dengke Yan et al. · 2023 · 25 citations · Full text

Enabling On-Device Large Language Model Personalization with Self-Supervised Data Selection and Synthesis

Ruiyang Qin, Jun Xia, Zhenge Jia et al. · 2024 · 12 citations