Junyan Ouyang

According to our database, Junyan Ouyang authored at least 5 papers between 2021 and 2025.

Collaborative distances:

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

2025

Accuracy-aware differential privacy in federated learning of large transformer models.

Junyan Ouyang, Rui Han, Xiaojiang Zuo, Yunlai Cheng, Chi Harold Liu

J. Inf. Secur. Appl., 2025

Adaptive ensemble optimization for memory-related hyperparameters in retraining DNN at edge.

Yidong Xu, Rui Han, Xiaojiang Zuo, Junyan Ouyang, Chi Harold Liu, Lydia Y. Chen

Future Gener. Comput. Syst., 2025

2024

RobustDA: Lightweight Robust Domain Adaptation for Evolving Data at Edge.

Xinyu Guo, Xiaojiang Zuo, Rui Han, Junyan Ouyang, Jing Xie, Chi Harold Liu, Qinglong Zhang, Ying Guo, Jing Chen, Lydia Y. Chen

IEEE J. Emerg. Sel. Topics Circuits Syst., December, 2024

2023

Evaluating Differential Privacy in Federated Continual Learning.

Junyan Ouyang, Rui Han, Chi Harold Liu

Proceedings of the 98th IEEE Vehicular Technology Conference, 2023

2021

Accurate Differentially Private Deep Learning on the Edge.

Rui Han, Dong Li, Junyan Ouyang, Chi Harold Liu, Guoren Wang, Dapeng Wu, Lydia Y. Chen

IEEE Trans. Parallel Distributed Syst., 2021