Yanan Li

According to our database, Yanan Li authored at least 12 papers between 2019 and 2026.

Collaborative distances:

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

2026

GrasAD: Gradient similarity and accumulated distribution-based device selection for asynchronous federated learning.

Yanan Li, Menghui Wang, Jianji Ren, Yimeng Wang, Yongliang Yuan, Hao Ni

Knowl. Based Syst., 2026

Advanced Battery State Monitoring in Electric Vehicles: A Comprehensive Review of Spatiotemporal Dynamics and Federated Learning Approaches.

Jianji Ren, Mingyang Li, Yimeng Wang, Yun Xin, Yongliang Yuan, Guohao Ye, Guibin Xu, Yu Liu, Yanan Li

IEEE Internet Things J., 2026

2025

FedGen: Personalized federated learning with data generation for enhanced model customization and class imbalance.

Peng Zhao, Shaocong Guo, Yanan Li, Shusen Yang, Xuebin Ren

Future Gener. Comput. Syst., 2025

FedImpute: Personalized federated learning for data imputation with clusterer and auxiliary classifier.

Yanan Li, Shaocong Guo, Xinyuan Guo, Peng Zhao, Xuebin Ren, Hui Wang

Expert Syst. Appl., 2025

2024

A personalized cross-domain recommendation with federated meta learning.

Peng Zhao, Yuanyang Jin, Xuebin Ren, Yanan Li

Multim. Tools Appl., August, 2024

Multi-Stage Asynchronous Federated Learning With Adaptive Differential Privacy.

Yanan Li, Shusen Yang, Xuebin Ren, Liang Shi, Cong Zhao

IEEE Trans. Pattern Anal. Mach. Intell., February, 2024

Long-Periodicity Detection from Massive Alarms in Power System.

Yunfan Yang, Xinyu Yang, Hao Huang, Shilong Zhang, Qinqin Wu, Yanan Li, Zhenwei Gu, Yang Liu

Proceedings of the IEEE International Conference on Networking, Sensing and Control, 2024

2023

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

Zhengxiong Mao, Hui Li, Zuyuan Huang, Yuan Tian, Peng Zhao, Yanan Li

J. Electr. Comput. Eng., 2023

2022

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

Zihao Zhou, Yanan Li, Xuebin Ren, Shusen Yang

IEEE Trans. Parallel Distributed Syst., 2022

2021

p-Power Exponential Mechanisms for Differentially Private Machine Learning.

Yanan Li, Xuebin Ren, Fangyuan Zhao, Shusen Yang

IEEE Access, 2021

2019

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

Yanan Li, Xuebin Ren, Shusen Yang, Xinyu Yang

IEEE Trans. Inf. Forensics Secur., 2019

Asynchronous Federated Learning with Differential Privacy for Edge Intelligence.

Yanan Li, Shusen Yang, Xuebin Ren, Cong Zhao

CoRR, 2019