中文

Journal Publications

[1]Hu He, Jun Peng, Lin Cai, Weirong Liu*（刘伟荣，通信） and Zhiwu Huang. Probabilistic Spatio-Temporal Data Inference in Sparse Mobile Crowdsensing with Conditional Diffusion Model. IEEE Transactions on Cognitive Communications and Networking. 2026.IEEE Transactions on Cognitive Communications and Networking, 2026
[2]Jieqi Rong, Weirong Liu*（刘伟荣，通信）, Fu Jiang, Yingze Yang. Geographical Distributed Turbine Power Prediction Using Personalized Federated Learning. Expert Systems With Applications. 2025.11.25.Expert Systems With Applications, 2025
[3]Jieqi Rong, Weirong Liu*（刘伟荣，通信）, Fu Jiang, Yingze Yang. Imitation-assisted Safe Reinforcement Learning Strategy for Microgrid Fault Restoration. Applied Soft Computing. 2025.10.Applied Soft Computing, 2025
[4]Heng Li, Huihui Yang, Zheng Liu, Weirong Liu*（刘伟荣，通信）. Task-oriented load scheduling for battery energy management systems. Journal of Energy Storage. , 2025.9.1, 129: 117016..Journal of Energy Storage, 2025
[5]Wanwan Ren, Jun Peng, Yun Zhou, Weirong Liu*（刘伟荣，通信）, Fu Jiang. A physics-informed mitigation method for DC microgrids under cyber attacks. Applied Soft Computing. 2025.8.Applied Soft Computing, 2025
[6]Heng Li, Zhijun Liu, Muaaz Bin Kaleem, Lijun Duan, Siqi Ruan, Weirong Liu*(刘伟荣，通信). Fault detection for lithium-ion batteries of electric vehicles with spatio-temporal autoencoder. Applied Energy. 2025.8.Applied Energy, 2025
[7]Chenglong Wang, Jun Peng, Lin Cai, Weirong Liu(刘伟荣，通信), Ziyu Zhao, Hu He, Zhiwu Huang. Mobility and Context-Aware Pre-caching Strategy Using Spatial-Temporal Informer for Vehicular Service. IEEE Internet of Things Journal, 2025.1.
[8]Weirong Liu（刘伟荣）, Pengfei Yao, Yue Wu(通信), Lijun Duan, Heng Li, Jun Peng. Imitation reinforcement learning energy management for electric vehicles with hybrid energy storage system, Applied Energy, 378, 2025.1.15.
[9]Fu Jiang, Jie Chen, Jieqi Rong, Weirong Liu(刘伟荣，通信), Heng Li, Hui Peng. Safe reinforcement learning based optimal low-carbon scheduling strategy for multi-energy system, Sustainable Energy, Grids and Networks, 2024.9.
[10]Fu Jiang, Yaoxin Xia, Lisen Yan, Weirong Liu(刘伟荣，通信), Xiaoyong Zhang, Heng Li, Jun Peng. Battery-Aware Workflow Scheduling for Portable Heterogeneous Computing, IEEE Transactions on Sustainable Computing, 2024.2.1.
[11]Jieqi Rong, Weirong Liu（刘伟荣）, Fu Jiang(通信), Yijun Cheng, Heng Li, Jun Peng. Privacy-aware Optimal Load Scheduling for Energy Management System of Smart Home[J]. Sustainable Energy, Grids and Networks, 2023.6.
[12]Heng Li, Muaaz Bin Kaleem, Zheng Liu, Yue Wu, Weirong Liu(刘伟荣，通信), Zhiwu Huang. IoB: Internet-of-Batteries for Electric Vehicles–Architectures, Opportunities, and Challenges. Green Energy and Intelligent Transportation, 2(6), 100128, 2023.12.
[13]Lisen Yan, Jun Peng, Dianzhu Gao, Yue Wu, Yongjie Liu, Heng Li, Weirong Liu(刘伟荣，通信), Zhiwu Huang. A hybrid method with cascaded structure for early-stage remaining useful life prediction of lithium-ion battery[J]. Energy, vol. 243, 2022.3.15.
[14]Sun, Xiaobo; Liu, Weirong(刘伟荣，通信); Wen, Mengfei; Wu, Yue; Li, Heng; Huang, Jiahao; Hu, Chao; Huang, Zhiwu. A Real-Time Optimal Car-Following Power Management Strategy for Hybrid Electric Vehicles with ACC Systems[J]. Energies, 14(12), 2021.
[15]Liu, Weirong（刘伟荣）; Deng, Kunyuan; Zhang, Xiaoyong(通信); Cheng, Yijun; Zheng, Zhiyong; Jiang, Fu; Peng, Jun; A Semi-Supervised Tri-CatBoost Method for Driving Style Recognition, Symmetry-Basel, 2020, 12(3)：0-336.
[16]Liu, Weirong（刘伟荣）; Song, Yu; Liao, Hongtao; Li, Heng(通信); Zhang, Xiaoyong; Jiao, Yun; Peng, Jun; Huang, Zhiwu*; Distributed Voltage Equalization Design for Supercapacitors Using State Observer, IEEE Transactions on Industry Applications, 2019, 55(1)：620-630.
[17]Liu, Wei-Rong（刘伟荣）; Wang, Dong-Yang; Gao, Kai(通信); Huang, Zhi-Wu; Design of distributed cooperative observer for heavy-haul train with unknown displacement, IET Intelligent Transport Systems, 2017,11(4)：239-247.
[18]Liu, Weirong（刘伟荣）; Qin, Gaorong; He, Yun; Jiang, Fei; Distributed Cooperative Reinforcement Learning-Based Traffic Signal Control That Integrates V2X Networks' Dynamic Clustering, IEEE Transactions on Vehicular Technology, 2017, 66(10)：8667-8681.
[19]Weirong Liu(刘伟荣)*, Hao Liang, Peng Zhuang, Zhiwu Huang, Jun Peng.Distributed Economic Dispatch in Microgrids Based on Cooperative Reinforcement Learning[J].IEEE Transactions on Neural Networks and Learning, 29 (6) : 2192-2203.

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