Linjiang Zheng
Associate Professor
Email: zlj_cqu@cqu.edu.cn
Linjiang Zheng received the Ph.D degree from the College of Computer Science, Chongqing University, in 2010. He is currently a Professor at the College of Computer Science, Chongqing University, China. His research interests include Spatial-temporal data mining, Traffic big data, Internet of things.
Selected Publication(*Corresponding Author)
[1] Linjiang Zheng*, Dong Xia, Li Chen, Dihua Sun. Understanding Citywide Resident Mobility Using Big Data of Electronic Registration Identification of Vehicles[J]. IEEE Transactions on Intelligent Transportation Systems. 2020, 21(10):4363-4377. (JCR Q1)
[2] Chen Li, Zheng Linjiang*, Xia Dong, Sun, Dihua, Liu Weining. STL-detector: Detecting City-wide Ridesharing Cars via Self-Taught Learning[J]. IEEE Internet of Things Journal. 2021, DOI: 10.1109/JIOT.2021.3094530. (JCR Q1)
[3] Xia Dong, Zheng Linjiang*, Chen Li, Liu Weining, Sun, Dihua. DR-TSP: A data repairing framework for time synchronization problems in ERI data [J]. IEEE Internet of Things Journal. 2021, 8(14):11666-11677. July 15, 2021 (JCR Q1)
[4] Li Chen, Linjiang Zheng*, Jie Yang, Dong Xia, Weining Liu. Short-term traffic flow prediction: From the perspective of traffic flow decomposition [J]. Neurocomputing. 2020, 413, 444-456. (JCR Q1)
[5] Linjiang Zheng*, Jie Yang, Li Chen, Weining Liu, Dihua Sun. Dynamic spatial-temporal feature optimization with ERI big data for Short-term traffic flow prediction [J]. Neurocomputing. 2020, 412, 339-350. (JCR Q1)
[6] Mujun He, Linjiang Zheng*, Wei Cao, Jing Huang, Xu Liu, Dihua Sun. An enhanced weight-based real-time map matching algorithm for complex urban networks[J]. Physical A: Statistical Mechanics and its Applications. 2019, 534:122318. (JCR Q2)
[7] Linjiang Zheng∗, Xiaoli Peng, Linglin Wang, Dihua Sun. Simulation of pedestrian evacuation considering emergency spread and pedestrian panic[J]. Physical A: Statistical Mechanics and its Applications. 2019, 522:167-181. (JCR Q2)
[8] Zheng Linjiang*, Xia Dong, Zhao Xin, Liu Weining. Spatial–temporal travel pattern mining using massive taxi trajectory data[J]. Physical A: Statistical Mechanics and its Applications. 2018, 501:24-41. (JCR Q2)
[9] Zheng Linjiang*, Zhou Tong, Liu Weining, Chen Dong, Sun Dihua. A new control method integrated into the coupled map car-following model for suppressing traffic jams [J]. Nonlinear Dynamics. 2017, 88(1):663-671. (JCR Q1)
[10] Liu Weining, Zheng Linjiang*, Sun Dihua, Liao Xiaoyong, Zhao Min, Su Jiamei, Liu Youxing. RFID-enabled real-time production management system for Loncin motorcycle assembly lines[J]. International Journal of Computer Integrated Manufacturing. 2012, 25(1):86-99.
[11] Zheng Linjiang*, Tian Chuan, Sun Dihua, Liu Weining. A new car-following model with consideration of anticipation driving behavior[J]. Nonlinear Dynamics. 2012, 69(3):86-99.
Projects
1、National Natural Science Foundation of China: High Performance Multitasking Optimization Algorithm Based on Transfer Learning. (PI)
2、National Natural Science Youth Foundation of China: Intelligent Transportation Path Planning Based on Transfer Learning and Memetic Computing. (PI)
3、Chongqing Application Foundation and Research in Cutting edge Technologies：Intelligent Transportation Path Planning Based on Data Mining and Pattern Recognition. (PI)
4、Frontier Interdisciplinary Research Fund for the Central Universities: Intelligent Path Optimization Algorithm for Smart City Logistics. (PI)
5、The Venture & Innovation Support Program for Chongqing Overseas Returnees: Fast Path Planning Based on Transfer Learning。（PI）
6、The Venture & Innovation Support Program for Chongqing Overseas Returnees: Towards Evolutionary Multi-Task Intelligent Optimization（PI）
7、Chongqing University Interdisciplinary Project：Big Data and Artificial Intelligence in The Construction Industry。（Co-PI）
Professional Activities
Member of IEEE and IEEE Computational Intelligence Society (CIS)
Member of ACM and Secretary of ACM Chongqing
Member of China Computer Association
Member of China Computer Association Intelligent Simulation Optimization and Scheduling Committee
Founding Chair of IEEE CIS Task Force on "Transfer Learning & Transfer Optimization"
Associated Editor of IEEE Computational Intelligence、Memetic Computing Journal and Cognitive Computing Journal
Co-Chair of Several Special Sessions at IEEE Congress on Evolutionary Computation 2016、2017、2018、2019 and 2020
Co-Chair of Competition on Evolutionary Multitasking at IEEE Congress on Evolutionary Computation 2017、2018、2019 and 2020
Peer Reviewers of International Conferences, e.g., AAAI、IJCAI、IEEE CEC、ACM GECCO，etc., and International Journals, e.g., IEEE TEVC，IEEE Cybernetics、MIT ECJ、IEEE TNNLS, etc.
