Ensemble Machine Learning Systems for the Estimation of Steel Quality Control. - Fucun Li; Jianqing Wu 002; Fang Dong 001; Jiayin Lin; Geng Sun 002; Huaming Chen; Jun Shen 001 (IEEE BigData, 2018)

Data Fusion for MaaS: Opportunities and Challenges. - Jianqing Wu 002; Luping Zhou; Chen Cai; Jun Shen 001; Sim Kim Lau; Jianming Yong (CSCWD, 2018)

Towards a General Prediction System for the Primary Delay in Urban Railways. - Jianqing Wu 002; Luping Zhou; Chen Cai; Fang Dong 001; Jun Shen 001; Geng Sun 002 (ITSC, 2019)

Smart fog based workflow for traffic control networks. - Qiang Wu 010; Jun Shen 001; Binbin Yong; Jianqing Wu 002; Fucun Li; Jinqiang Wang; Qingguo Zhou (Future Gener. Comput. Syst., 2019)

A novel Monte Carlo-based neural network model for electricity load forecasting. - Binbin Yong; Zijian Xu 003; Jun Shen 001; Huaming Chen; Jianqing Wu 002; Fucun Li; Qingguo Zhou (Int. J. Embed. Syst., 2020)

Towards Attention-Based Convolutional Long Short-Term Memory for Travel Time Prediction of Bus Journeys. - Jianqing Wu 002; Qiang Wu 010; Jun Shen 001; Chen Cai (Sensors, 2020)

An Edge Based Multi-Agent Auto Communication Method for Traffic Light Control. - Qiang Wu 010; Jianqing Wu 002; Jun Shen 001; Binbin Yong; Qingguo Zhou (Sensors, 2020)

TreeNet: A Hierarchical Deep Learning Model to Facilitate Edge Intelligence for Resource-Constrained Devices. - Dong Lu; Yanlong Zhai; Jianqing Wu 002; Jun Shen 001 (CCGRID, 2021)

Communicate with Traffic Lights and Vehicles Based on Multi-Agent Reinforcement Learning. - Qiang Wu 010; Peng Zhi; Yongqiang Wei; Liang Zhang; Jianqing Wu 002; Qingguo Zhou; Qiang Zhou; Pengfei Gao (CSCWD, 2021)

Multi-agent deep reinforcement learning for traffic signal control with Nash Equilibrium. - Wei Wei 006; Qiang Wu 010; Jianqing Wu 002; Bo Du 004; Jun Shen 001; Tinghong Li (HPCC/DSS/SmartCity/DependSys, 2021)

Efficient Pressure: Improving efficiency for signalized intersections. - Qiang Wu 010; Liang Zhang; Jun Shen 001; Linyuan Lü; Bo Du 004; Jianqing Wu 002 (CoRR, 2021)

Expression is enough: Improving traffic signal control with advanced traffic state representation. - Liang Zhang; Qiang Wu 010; Jun Shen 001; Linyuan Lü; Jianqing Wu 002; Bo Du 004 (CoRR, 2021)

An Energy Aware Offloading Scheme for Interdependent Applications in Software-Defined IoV With Fog Computing Architecture. - Yanlong Zhai; Wenxin Sun; Jianqing Wu 002; Liehuang Zhu; Jun Shen 001; Xiaojiang Du; Mohsen Guizani (IEEE Trans. Intell. Transp. Syst., 2021)

Expression might be enough: representing pressure and demand for reinforcement learning based traffic signal control. - Liang Zhang; Qiang Wu 010; Jun Shen 001; Linyuan Lü; Bo Du 004; Jianqing Wu 002 (ICML, 2022)

DynamicLight: Dynamically Tuning Traffic Signal Duration with DRL. - Liang Zhang; Qiang Wu 010; Jun Shen 001; Linyuan Lü; Bo Du 004; Akbar Telikani; Jianqing Wu 002; Shubin Xie (CoRR, 2022)

Uncertainty quantification for operators in online reinforcement learning. - Bi Wang 001; Jianqing Wu 002; Xuelian Li; Jun Shen 001; Yangjun Zhong (Knowl. Based Syst., 2022)

Distributed agent-based deep reinforcement learning for large scale traffic signal control. - Qiang Wu 010; Jianqing Wu 002; Jun Shen 001; Bo Du 004; Akbar Telikani; Mahdi Fahmideh; Chao Liang (Knowl. Based Syst., 2022)

The Bounds of Improvements Toward Real-Time Forecast of Multi-Scenario Train Delays. - Jianqing Wu 002; Yihui Wang 001; Bo Du 004; Qiang Wu 010; Yanlong Zhai; Jun Shen 001; Luping Zhou; Chen Cai; Wei Wei 006; Qingguo Zhou (IEEE Trans. Intell. Transp. Syst., 2022)

TreeNet Based Fast Task Decomposition for Resource-Constrained Edge Intelligence. - Dong Lu; Yanlong Zhai; Jun Shen 001; Mahdi Fahmideh; Jianqing Wu 002; Jude Tchaye-Kondi; Liehuang Zhu (IEEE Trans. Serv. Comput., 2023)

Extending influence maximization by optimizing the network topology. - Shuxin Yang; Jianbin Song; Suxin Tong; Yunliang Chen 002; Guixiang Zhu; Jianqing Wu 002; Wen Liang (Expert Syst. Appl., 2023)

A Multi-Task Graph Neural Network with Variational Graph Auto-Encoders for Session-Based Travel Packages Recommendation. - Guixiang Zhu; Jie Cao 001; Lei Chen; Youquan Wang; Zhan Bu; Shuxin Yang; Jianqing Wu 002; Zhiping Wang (ACM Trans. Web, 2023)

DCS-YOLOv8: An Improved Steel Surface Defect Detection Algorithm Based on YOLOv8. - Shuxin Yang; Zexin Zhang; Bi Wang 001; Jianqing Wu 002 (ICIGP, 2024)

Continuous Control With Swarm Intelligence Based Value Function Approximation. - Bi Wang 001; Xuelian Li; Yang Chen 035; Jianqing Wu 002; Bowen Zeng 002; Junfu Chen (IEEE Trans Autom. Sci. Eng., 2024)

EDGE: Edge distillation and gap elimination for heterogeneous networks in 3D medical image segmentation. - Xiangchun Yu; Tianqi Wu; Dingwen Zhang; Jian Zheng; Jianqing Wu 002 (Knowl. Based Syst., 2025)

Hierarchical Region-level Decoupling Knowledge Distillation for semantic segmentation. - Xiangchun Yu; Huofa Liu; Dingwen Zhang; Jianqing Wu 002; Jian Zheng (Multim. Syst., 2025)