A Novel Diagnosis Method of Proton Exchange Membrane Fuel Cells Based on the PCA and XGBoost Algorithm. - Hanbin Dang; Rui Ma; Dongdong Zhao; Renyou Xie; Haiyan Li; Yuntian Liu (IECON, 2020)

Observer Based Switch Open-Circuit Diagnosis for Interleaved Boost Converter. - Liangcai Xu; Rui Ma; Shengrong Zhuo; Renyou Xie; Xipo Wang; Yigeng Huangfu (IECON, 2020)

Advanced Control Design of Interleaved Boost Converter for Fuel Cell Applications. - Hongyu Zhang; Rui Ma; Chao Han; Renyou Xie; Bo Liang; Yuren Li (IECON, 2020)

Communication Efficient Federated Learning Framework with Local Momentum. - Renyou Xie; Xiaojun Zhou (HSI, 2022)

Asynchronous Federated Learning for Real-Time Multiple Licence Plate Recognition Through Semantic Communication. - Renyou Xie; Chaojie Li; Xiaojun Zhou; Zhaoyang Dong (ICASSP, 2023)

Private Reversible Aging-Aware Fuel Cell Prognostic: A Federated Multitask Learning Approach. - Renyou Xie; Chaojie Li (IECON, 2023)

An Explainable Data-Driven Framework for Fuel Cell Aging Prediction Under Dynamic Condition. - Renyou Xie; Chaojie Li; Rui Ma; Liangcai Xu; Xiaojun Zhou (IEEE Trans. Ind. Electron., 2023)

Offset-Free Model Predictive Control of Fuel Cell DC-DC Boost Converter With Low-Complexity and High-Robustness. - Liangcai Xu; Rui Ma; Renyou Xie; Shengrong Zhuo; Yigeng Huangfu; Fei Gao 003 (IEEE Trans. Ind. Electron., 2023)

VI Trajectory Generalization Across Smart Meter Edge Clients using Federated Learning. - Weiwei Zhou; Renyou Xie; Chaojie Li; Zhaoyang Dong (ICCAE, 2024)

Federated Graph Learning for EV Charging Demand Forecasting with Personalization Against Cyberattacks. - Yi Li; Renyou Xie; Chaojie Li; Yi Wang; Zhaoyang Dong (CoRR, 2024)

Large Language Model-aided Edge Learning in Distribution System State Estimation. - Renyou Xie; Xin Yin; Chaojie Li; Nian Liu; Bo Zhao 013; Zhaoyang Dong (CoRR, 2024)

FPE-LLM: Highly Intelligent Time-Series Forecasting and Language Interaction LLM in Energy Systems. - Zihang Qiu; Chaojie Li; Zhongyang Wang; Huadong Mo; Renyou Xie; Guo Chen 002; Zhaoyang Dong (CoRR, 2024)

Differentially Private Federated Learning for Multitask Objective Recognition. - Renyou Xie; Chaojie Li; Xiaojun Zhou; Hongyang Chen; Zhaoyang Dong (IEEE Trans. Ind. Informatics, 2024)

Finite-Time Model Predictive Stabilization of DC Electrical Power Systems Feeding CPLs in More Electric Aircraft. - Hongyu Zhang; Renyou Xie; Yuren Li; Zhihao Min; Jian Song; Bo Liang; Rui Ma; Yigeng Huangfu (IEEE Trans. Ind. Electron., 2024)

Accelerating Communication-Efficient Federated Multi-Task Learning With Personalization and Fairness. - Renyou Xie; Chaojie Li; Xiaojun Zhou; Zhaoyang Dong (IEEE Trans. Parallel Distributed Syst., 2024)

Large Language Model-Aided Edge Learning in Distribution System State Estimation. - Renyou Xie; Xin Yin; Chaojie Li; Guo Chen 002; Nian Liu; Bo Zhao 013; Zhaoyang Dong (IEEE Internet Things J., 2025)

Differential Privacy Enabled Robust Asynchronous Federated Multitask Learning: A Multigradient Descent Approach. - Renyou Xie; Chaojie Li; Zhaohui Yang 001; Zhao Xu 002; Jian Huang 001; ZhaoYang Dong (IEEE Trans. Cybern., 2025)