Weirong Liu

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 56

Top Topics

Energy Management

Reinforcement Learning

Top Venues

Publications

Xin Gu, Jun Peng, Lin Cai, Weirong Liu, Xiaoyong Zhang, Zhiwu Huang
Resource Reservation Coordination for Vehicle Platooning in C-V2X Networks. IEEE Trans. Wirel. Commun. 23 (6) (2024)
Zini Wang, Zhiwu Huang, Yue Wu, Weirong Liu, Heng Li, Jun Peng
An Optimized Prediction Horizon Energy Management Method for Hybrid Energy Storage Systems of Electric Vehicles. IEEE Trans. Intell. Transp. Syst. 25 (5) (2024)
Yingze Yang, Xiaolong Chen, Weirong Liu, Chenglong Wang, Wei Yuan, Jun Peng
GRU-TemporalAttention Model with Time Series Decomposition Module for Battery Fault Diagnosis in Quadrupedal Robots. ICIT (2024)
Chenglong Wang, Jun Peng, Lin Cai, Weirong Liu, Shuo Li, Hu He, Zhiwu Huang
Proactive Bandwidth Allocation for V2X Networks With Multi-Attentional Deep Graph Learning. IEEE Trans. Wirel. Commun. 23 (8) (2024)
Chenglong Wang, Jun Peng, Lin Cai, Hui Peng, Weirong Liu, Xin Gu, Zhiwu Huang
AI-Enabled Spatial-Temporal Mobility Awareness Service Migration for Connected Vehicles. IEEE Trans. Mob. Comput. 23 (4) (2024)
Fu Jiang, Yaoxin Xia, Lisen Yan, Weirong Liu, Xiaoyong Zhang, Heng Li, Jun Peng
Battery-Aware Workflow Scheduling for Portable Heterogeneous Computing. IEEE Trans. Sustain. Comput. 9 (4) (2024)
Jieqi Rong, Weirong Liu, Xiaoquan Yu, Wanwan Ren, Boyu Shu, Jun Peng
A Few-shot Learning Approach for Anomaly Detection in Cooperative Tracking Control System. ISPA/BDCloud/SocialCom/SustainCom (2023)
Xin Gu, Jun Peng, Lin Cai, Yijun Cheng, Xiaoyong Zhang, Weirong Liu, Zhiwu Huang
Performance Analysis and Optimization for Semi-Persistent Scheduling in C-V2X. IEEE Trans. Veh. Technol. 72 (4) (2023)
Shuo Li, Jieqiong Ding, Weirong Liu, Heng Li, Feng Zhou, Zhengfa Zhu
Railway Track Recognition Based on Radar Cross-Section Statistical Characterization Using mmWave Radar. Remote. Sens. 14 (2) (2022)
Fu Jiang, Lingling Zhou, Yun Zhou, Weirong Liu, Yijun Cheng, Xin Gu, Jun Peng
An Improved Differential Evolution Energy Scheduling Method for Residential Microgrid. SMC (2022)
Xin Gu, Jun Peng, Yijun Cheng, Xiaoyong Zhang, Weirong Liu, Zhiwu Huang, Lin Cai
Performance Analysis on Access Collision in Semi-Persistent Scheduling of C-V2X Mode 4. VTC Fall (2021)
Bin Chen, Zhiwu Huang, Rui Zhang, Weirong Liu, Heng Li, Jing Wang, Yunsheng Fan, Jun Peng
Data-Driven Koopman Model Predictive Control for Optimal Operation of High-Speed Trains. IEEE Access 9 (2021)
Shuo Li, Xin Liu, Weirong Liu, Mi Rong, Zhengfa Zhu, Feng Zhou
A remaining useful life estimation method for solenoid valve based on mmWave radar and auxiliary particle filter technique. IEICE Electron. Express 18 (20) (2021)
Fu Jiang, Youzhi He, Dianzhu Gao, Yun Zhou, Weirong Liu, Lisen Yan, Jun Peng
An Accurate and Interpretable Lifetime Prediction Method for Batteries using Extreme Gradient Boosting Tree and TreeExplainer. HPCC/DSS/SmartCity/DependSys (2021)
Kaiyang Liu, Jun Peng, Boyang Yu, Weirong Liu, Zhiwu Huang, Jianping Pan
An Instance Reservation Framework for Cost Effective Services in Geo-Distributed Data Centers. IEEE Trans. Serv. Comput. 14 (2) (2021)
Honglang Jiang, Zhiwu Huang, Yongjie Liu, Dianzhu Gao, Zhiwei Gao, Heng Li, Weirong Liu, Jun Peng
An Optimal Pulse Heating Strategy for Lithium-ion Battery Considering both Capacity Fade and Heating Time. SMC (2021)
Weirong Liu, Cheng Ma, Yijun Cheng, Fu Jiang, Jieqi Rong, Jun Peng
An Energy Dispatch Mechanism Based on Double Auction with Multiple Rounds for a Microgrid. HPCC/DSS/SmartCity/DependSys (2021)
Fenghui Zhang, Michael Mao Wang, Xuecai Bao, Weirong Liu
Centralized Resource Allocation and Distributed Power Control for NOMA-Integrated NR V2X. IEEE Internet Things J. 8 (22) (2021)
Weirong Liu, Yujie Wang, Fu Jiang, Yijun Cheng, Jieqi Rong, Chenglong Wang, Jun Peng
A Real-time Demand Response Strategy of Home Energy Management by Using Distributed Deep Reinforcement Learning. HPCC/DSS/SmartCity/DependSys (2021)
Yijun Cheng, Jun Peng, Xin Gu, Xiaoyong Zhang, Weirong Liu, Zhuofu Zhou, Yingze Yang, Zhiwu Huang
An intelligent supplier evaluation model based on data-driven support vector regression in global supply chain. Comput. Ind. Eng. 139 (2020)
Yijun Cheng, Jun Peng, Xin Gu, Fu Jiang, Heng Li, Weirong Liu, Zhiwu Huang
Optimal Energy Management of Energy Internet: A Distributed Actor-Critic Reinforcement Learning Method. ACC (2020)
Kunyuan Deng, Xiaoyong Zhang, Yijun Cheng, Zhiyong Zheng, Fu Jiang, Weirong Liu, Jun Peng
A remaining useful life prediction method with long-short term feature processing for aircraft engines. Appl. Soft Comput. 93 (2020)
Chenglong Wang, Jun Peng, Fu Jiang, Xiaoyong Zhang, Weirong Liu, Xin Gu, Zhiwu Huang
An Adaptive Deep Q-learning Service Migration Decision Framework for Connected Vehicles. SMC (2020)
Weirong Liu, Xingju Shao, Chenglong Wang, Xin Gu, Fu Jiang, Jun Peng
An Online Reinforcement Learning Offloading Method for Delay-Sensitive Vehicular Service. HPCC/DSS/SmartCity (2020)
Yunsheng Fan, Zhiwu Huang, Fang Liu, Yue Wu, Yongjie Liu, Yingze Yang, Weirong Liu, Jun Peng
A Traffic Flow Adaptive Energy Saving Scheme for Smart Lighting Systems. SMC (2020)
Weirong Liu, Kunyuan Deng, Xiaoyong Zhang, Yijun Cheng, Zhiyong Zheng, Fu Jiang, Jun Peng
A Semi-Supervised Tri-CatBoost Method for Driving Style Recognition. Symmetry 12 (3) (2020)
Shuo Li, Jin Xie, Feng Zhou, Weirong Liu, Heng Li
Foreign Object Intrusion Detection on Metro Track Using Commodity WiFi Devices with the Fast Phase Calibration Algorithm. Sensors 20 (12) (2020)
Fu Jiang, Chuyu Zheng, Dianzhu Gao, Xiaoyong Zhang, Weirong Liu, Yijun Cheng, Chao Hu, Jun Peng
A Novel Multi-agent Cooperative Reinforcement Learning Method for Home Energy Management under a Peak Power-limiting. SMC (2020)
Shuo Li, Tiancheng Guo, Ran Mo, Xiaoshuai Zhao, Feng Zhou, Weirong Liu, Jun Peng
A Rescue-Assistance Navigation Method by Using the Underground Location of WSN after Disasters. Sensors 20 (8) (2020)
Kaiyang Liu, Jun Peng, Jingrong Wang, Weirong Liu, Zhiwu Huang, Jianping Pan
Scalable and Adaptive Data Replica Placement for Geo-Distributed Cloud Storages. IEEE Trans. Parallel Distributed Syst. 31 (7) (2020)
Shuo Li, Tiancheng Guo, Ran Mo, Xiaoshuai Zhao, Feng Zhou, Weirong Liu
An Escape Guidance Path Developing Method on Sparse Anchors for Underground Disaster Rescue. ISIE (2019)
Kunyuan Deng, Xiaoyong Zhang, Yijun Cheng, Zhiyong Zheng, Fu Jiang, Weirong Liu, Jun Peng
A Remaining Useful Life Prediction Method with Automatic Feature Extraction for Aircraft Engines. TrustCom/BigDataSE (2019)
Bin Chen, Zhiwu Huang, Weirong Liu, Rui Zhang, Feng Zhou, Jun Peng
A Novel Adhesion Force Estimation for Railway Vehicles Using an Extended State Observer. IECON (2019)
Ran Mo, Jianfeng Liu, Wentao Yu, Fu Jiang, Xin Gu, Xiaoshuai Zhao, Weirong Liu, Jun Peng
A Differential Privacy-Based Protecting Data Preprocessing Method for Big Data Mining. TrustCom/BigDataSE (2019)
Rui Zhang, Jun Peng, Feng Zhou, Bin Chen, Weirong Liu, Zhiwu Huang
Adaptive Precision Automatic Train Stop Control based on Pneumatic Brake Systems. IECON (2019)
Xiaoyong Zhang, Pengcheng Xiao, Yingze Yang, Yijun Cheng, Bin Chen, Dianzhu Gao, Weirong Liu, Zhiwu Huang
Remaining Useful Life Estimation Using CNN-XGB With Extended Time Window. IEEE Access 7 (2019)
Yanhui Zhou, Zhiwu Huang, Heng Li, Jun Peng, Weirong Liu, Hongtao Liao
A Generalized Extended State Observer for Supercapacitor State of Energy Estimation With Online Identified Model. IEEE Access 6 (2018)
Weirong Liu, Peng Zhuang, Hao Liang, Jun Peng, Zhiwu Huang
Distributed Economic Dispatch in Microgrids Based on Cooperative Reinforcement Learning. IEEE Trans. Neural Networks Learn. Syst. 29 (6) (2018)
Yijun Cheng, Jun Peng, Xin Gu, Xiaoyong Zhang, Weirong Liu, Yingze Yang, Zhiwu Huang
RLCP: A Reinforcement Learning Method for Health Stage Division Using Change Points. ICPHM (2018)
Zhengfa Zhu, Jun Peng, Xin Gu, Heng Li, Kaiyang Liu, Zhuofu Zhou, Weirong Liu
Fair Resource Allocation for System Throughput Maximization in Mobile Edge Computing. IEEE Access 6 (2018)
Yingze Yang, Pengcheng Xiao, Yijun Cheng, Weirong Liu, Zhiwu Huang
Ensemble Strategy for Hard Classifying Samples in Class-Imbalanced Data Set. BigComp (2018)
Caifeng Zheng, Weirong Liu, Bin Chen, Dianzhu Gao, Yijun Cheng, Yingze Yang, Xiaoyong Zhang, Shuo Li, Zhiwu Huang, Jun Peng
A Data-driven Approach for Remaining Useful Life Prediction of Aircraft Engines. ITSC (2018)
Zhuo Chen, Fu Jiang, Yijun Cheng, Xin Gu, Weirong Liu, Jun Peng
XGBoost Classifier for DDoS Attack Detection and Analysis in SDN-Based Cloud. BigComp (2018)
Yazhen Song, Jun Peng, Weirong Liu, Xiaoyong Zhang, Xin Gu, Wentao Yu
An Immune-Based Optimization Algorithm of Multi-Tenant Resource Allocation for Geo-Distributed Data Centers. ISPA/IUCC (2017)
Weirong Liu, Gaorong Qin, Yun He, Fei Jiang
Distributed Cooperative Reinforcement Learning-Based Traffic Signal Control That Integrates V2X Networks' Dynamic Clustering. IEEE Trans. Veh. Technol. 66 (10) (2017)
Lan Li, Jun Peng, Weirong Liu, Fu Jiang, Shuo Li
Energy Optimization for Task Offloading Based on Auction Mechanism in Ad Hoc Mobile Cloud. ISPA/IUCC (2017)
Fenghui Zhang, Yuan Liu, Weirong Liu, Hao Liang, Yi Zang, MaoSheng Fu
Stochastic Game between Cloud Broker and Cloudlet for Mobile Cloud Computing. VTC Fall (2017)
Ping Zhong, Ya-Ting Li, Weirong Liu, Guihua Duan, Ying-Wen Chen, Neal N. Xiong
Joint Mobile Data Collection and Wireless Energy Transfer in Wireless Rechargeable Sensor Networks. Sensors 17 (8) (2017)
Weirong Liu, Peng Zhuang, Yuan Liu, Hao Liang, Zhiwu Huang, Jun Peng
Cooperative Neural Fitted Learning for Distributed Energy Management in Microgrids via Wireless Networks. VTC Fall (2017)
Yu Song, Weirong Liu, Heng Li, Yanhui Zhou, Zhiwu Huang, Fu Jiang
Robust and accurate state-of-charge estimation for lithium-ion batteries using generalized extended state observer. SMC (2017)
Kaiyang Liu, Jun Peng, Heng Li, Xiaoyong Zhang, Weirong Liu
Multi-device task offloading with time-constraints for energy efficiency in mobile cloud computing. Future Gener. Comput. Syst. 64 (2016)
Yazhen Song, Jun Peng, Kaiyang Liu, Fu Jiang, Weirong Liu, Zhiwu Huang
A Hybrid Particle Swarm Ant Colony Based Resource Reservation for Geo-Distributed Cloud Service. GLOBECOM (2016)
Rui Zhang, Jun Peng, Weirong Liu, Bin Chen, Zhiwu Huang, Jing Wang
A Consensus Control with Application to Heavy Haul Trains Based on Switched Hierarchical LQR. CTS (2016)
Yeru Zhao, Zhiwu Huang, Weirong Liu, Jun Peng, Qianqian Zhang
A combinatorial double auction based resource allocation mechanism with multiple rounds for geo-distributed data centers. ICC (2016)
Jun Peng, Shuo Li, Chaoliang Zhu, Weirong Liu, Zhengfa Zhu, Kuo-Chi Lin
A joint subcarrier selection and power allocation scheme using variational inequality in OFDM-based cognitive relay networks. Wirel. Commun. Mob. Comput. 16 (8) (2016)
Bin Chen, Zhiwu Huang, Weirong Liu, Rui Zhang, Hongtao Liao, Jun Peng
Optimal constrained ensemble control for inhomogeneous robots. ACC (2016)
Weirong Liu, Gaorong Qin, Shuo Li, Jian He, Xiaoyong Zhang
A Multiobjective Evolutionary Algorithm for Energy-Efficient Cooperative Spectrum Sensing in Cognitive Radio Sensor Network. Int. J. Distributed Sens. Networks 11 (2015)
Heng Li, Jun Peng, Jing Wang, Weirong Liu, Zhiwu Huang
An adaptive parallel charging system for energy-storage urban rails. ACC (2015)
Fu Jiang, Chaoliang Zhu, Jun Peng, Weirong Liu, Zhengfa Zhu, Yong He
Joint Relay and Jammer Selection and Power Control for physical Layer Security in Two-Way Relay Networks with Imperfect CSI. Wirel. Pers. Commun. 85 (3) (2015)
Jun Peng, Wenhao Luo, Weirong Liu, Wentao Yu, Jing Wang
A suboptimal and analytical solution to mobile robot trajectory generation amidst moving obstacles. Auton. Robots 39 (1) (2015)
Jian-Qi An, Hao Qi, Weirong Liu, Min Wu
A calculation method of crane deflection considering the boom gap. ASCC (2015)
Jian He, Jun Peng, Fu Jiang, Gaorong Qin, Weirong Liu
A Distributed Q Learning Spectrum Decision Scheme for Cognitive Radio Sensor Network. Int. J. Distributed Sens. Networks 11 (2015)
Dong Ma, Jun Peng, Heng Li, Weirong Liu, Zhiwu Huang, Xiaoyong Zhang
Energy efficient video streaming over wireless networks with mobile-to-mobile cooperation. PACRIM (2015)
Weirong Liu, Gaorong Qin, Fu Jiang, Kaiyang Liu, Zhengfa Zhu
Distributed Compressive Sensing Based Data Gathering in Energy Harvesting Sensor Network. ICA3PP (1) (2015)
Heng Li, Jun Peng, Weirong Liu, Kai Gao, Zhiwu Huang
A novel communication-aware formation control strategy for dynamical multi-agent systems. J. Frankl. Inst. 352 (9) (2015)
Yang Xu, Jun Peng, Wentao Yu, Yuan Fang, Weirong Liu
Three-Step Epipolar-Based Visual Servoing for Nonholonomic Robot with FOV Constraint. J. Appl. Math. 2014 (2014)
Weirong Liu, Jing Liu, Jun Peng, Zhengfa Zhu
Cooperative multi-agent traffic signal control system using fast gradient-descent function approximation for V2I networks. ICC (2014)
Shuo Li, Jun Peng, Weirong Liu, Fu Jiang, Zhengfa Zhu, Kuo-Chi Lin
Lifetime enhancement in wireless sensor and actuator network using uniform energy consumption algorithm. Int. J. Embed. Syst. 6 (2/3) (2014)
Zhiwu Huang, Xiaohui Qu, Weirong Liu, Kai Gao, Jiangang Liu
A high efficient and reliable DC-DC converter for Electronically Controlled Pneumatic brake system applications. IECON (2014)
Fu Jiang, Chaoliang Zhu, Jun Peng, Yong He, Shuo Li, Weirong Liu
Distributed Power Allocation for Multiuser Two-Way Relay Networks Using Stackelberg Game. J. Adv. Comput. Intell. Intell. Informatics 18 (1) (2014)
Shuo Li, Jun Peng, Weirong Liu, Zhengfa Zhu, Kuo-Chi Lin
A Uniform Energy Consumption Algorithm for Wireless Sensor and Actuator Networks Based on Dynamic Polling Point Selection. Sensors 14 (1) (2014)
Feng Zhou, Zhiwu Huang, Weirong Liu, Liran Li
Formation Control with Event-Triggered Strategy for Multi-Agent Systems. J. Adv. Comput. Intell. Intell. Informatics 18 (1) (2014)
Jiangang Liu, Zhiwu Huang, Jun Peng, Weirong Liu
A novel bounded cooperative multi-rate current-sharing control for parallel charging system with directed communication. CDC (2014)
Rui Zhang, Weirong Liu, Xiaoyong Zhang, Fu Jiang, Bin Chen
Path Planning of Nonholonomic Mobile Robot for Maximum Information Collection in Dynamic Environment. RiTA (2014)
Kaiyang Liu, Jun Peng, Weirong Liu, Pingping Yao, Zhiwu Huang
Dynamic resource reservation via broker federation in cloud service: A fine-grained heuristic-based approach. GLOBECOM (2014)
Shuo Li, Jun Peng, Qi Tong, Kuo-Chi Lin, Weirong Liu
Hybrid Relay Forwarding and Interference Mitigation Mechanisms in Cooperative Cognitive Ad-Hoc Networks. J. Commun. 8 (12) (2013)
Zhengfa Zhu, Jun Peng, Shuo Li, Fu Jiang, Weirong Liu, Qi Tong, Chaoliang Zhu
Multi-leader Multi-follower Game Power Control with Utility Learning for Cooperative Relay Networks over Interference Channels. HPCC/EUC (2013)
Fu Jiang, Weirong Liu, Jun Peng, Shuo Li, Zhengfa Zhu
Equivalent Channel Gain Based Opportunistic Multiple Relays Selection with Network Coding in Wireless Cooperative Communication System. HPCC/EUC (2013)
Heng Li, Jun Peng, Weirong Liu, Jing Wang, Jiangang Liu, Zhiwu Huang
Flocking control for multi-agent systems with communication optimization. ACC (2013)
Wenhao Luo, Jun Peng, Weirong Liu, Jing Wang, Wentao Yu
A unified optimization method for real-time trajectory generation of mobile robots with kinodynamic constraints in dynamic environment. RAM (2013)
Kai Gao, Zhiwu Huang, Jing Wang, Jun Peng, Weirong Liu
Decentralized control of heavy haul trains with input constraints and communication delays. CCA (2012)
Weirong Liu, Feng Zhou, Heng Li, Jianming Xiao, Jing Wang, Mengfei Wen, Jun Peng
Cooperative control and communication optimization for networked multi-agent systems with nonholonomic constraints. ROBIO (2012)
Heng Li, Jun Peng, Jianming Xiao, Feng Zhou, Weirong Liu, Jing Wang
Distributed formation control for a cooperative multi-agent system using potential function and extremum seeking algorithm. ROBIO (2012)
Zhiwu Huang, Yuan Cheng, Weirong Liu
A Novel Energy-Efficient Routing Algorithm in Multi-sink Wireless Sensor Networks. TrustCom (2011)
Weirong Liu, Min Wu, Jun Peng, Guojun Wang
Designing fair flow fuzzy controller using genetic algorithm for computer networks. GEC Summit (2009)
Weirong Liu, Min Wu, Jun Peng, Guojun Wang
A Fuzzy Mechanism to Avoid Packet Accumulation in Fair Flow Control. FSKD (3) (2009)