Yanan Li

Full Data-Processing Power Load Forecasting Based on Vertical Federated Learning

Zuyuan Huang, Zhengxiong Mao, Hui Li, 2023, Journal of Electrical and Computer Engineering.

Asynchronous Federated Learning with Differential Privacy for Edge Intelligence pdf

Shusen Yang, Yanan Li, Cong Zhao, 2019, ArXiv.

A Zeroth-Order Adaptive Learning Rate Method to Reduce Cost of Hyperparameter Tuning for Deep Learning

Shusen Yang, Xuebin Ren, Fangyuan Zhao, 2021, Applied Sciences.

Towards Efficient and Stable K-Asynchronous Federated Learning with Unbounded Stale Gradients on Non-IID Data

Shusen Yang, Xuebin Ren, Yanan Li, 2022, IEEE Transactions on Parallel and Distributed Systems.

Communication-Efficient Federated Learning for Power Load Forecasting in Electric IoTs

Zuyuan Huang, Zhengxiong Mao, Hui Li, 2023, IEEE Access.

Impact of Prior Knowledge and Data Correlation on Privacy Leakage: A Unified Analysis

Shusen Yang, Xinyu Yang, Xuebin Ren, 2019, IEEE Transactions on Information Forensics and Security.

Multi-Stage Asynchronous Federated Learning With Adaptive Differential Privacy

Cong Zhao, Xuebin Ren, Yanan Li, 2023, IEEE Transactions on Pattern Analysis and Machine Intelligence.

A personalized cross-domain recommendation with federated meta learning

Xuebin Ren, Yanan Li, Peng Zhao, 2024, Multim. Tools Appl..