Selected Research and Publications
Collaborative Multi-camera Vehicle Tracking and Traffic Surveillance with Cooperative Edge Intelligence and Representation Learning
H. Yang, J. Cai, C. Liu, R. Ke and Y. Wang
Transportation Research Part C
In press
Toward a real‐time Smart Parking Data Management and Prediction (SPDMP) System by Attributes Representation Learning
H. Yang, R. Ke, Z. Cui, Y. Wang. and K. Murthy
International Journal of Intelligent Systems
Traffic-Informed Multi-Camera Sensing (TIMS) System Based on Vehicle Re-Identification
H. Yang, J. Cai, M. Zhu, C. Liu and Y. Wang
IEEE Transactions on ITS
Truck Parking Pattern Aggregation and Availability Prediction by Deep Learning
H. Yang, C. Liu, Y. Zhuang, W. Sun, K. Murthy, Z. Pu, Y. Wang
IEEE Transactions on ITS
Toward a Dynamic Reversible Lane Management Strategy by Empowering Learning-Based Predictive Assignment Scheme
C. Liu, H. Yang, R. Ke and Y. Wang
IEEE Transactions on ITS
Real-time Crash Identification Using Connected Electric Vehicle Operation Data
M. Zhu, H. F. Yang, C. Liu, Z. Pu and Y. Wang
Accident Analysis & Prevention
Professional Service
Subcommittee Chair
Student Subcommittee, ASCE Transportation & Development Institute (T&DI) AI Committee, since 2022.
Associate Editor
IEEE International Intelligent Transportation Systems Conference (ITSC), since 2021.
Committee Member
Young Member, TRB Standing Committee on Information Systems and Technology (AED30), since 2022.
Young Member, TRB Standing Committee on Freight Transportation Data (AED70), since 2021.
Member, TRB Standing Committee on Trucking Industry Research (AT060), since 2021.
Student Member, ASCE Transportation & Development Institute (T&DI) Artificial Intelligence Committee, since 2020
Conference Session Chair
National Science Foundation (NSF) AI in Transportation Workshop, the Frontiers of AI-empowered Methods and Solutions to Urban Transportation Challenges, Poster Session, Dec 2022, Gainesville, Florida
Academic Society Membership
Institute of Transportation Engineers (ITE)
Institute of Electrical and Electronics Engineers (IEEE)
American Society of Civil Engineers (ASCE)
Chinese Overseas Transportation Association (COTA)
Referee for Journal and Conference
Peer Review Journals
Neurocomputing
Transportation Research Part C: Emerging Technologies
Transportation Research Part E: Logistics and Transportation Review
IEEE Transactions on Vehicular Technology
IEEE Transactions on Intelligent Transportation Systems
IEEE Transactions on Neural Networks and Learning Systems
IEEE Intelligent Transportation Systems Magazine
IEEE Transactions on Image Processing
IEEE Transactions on Knowledge and Data Engineering
IEEE Internet of Things Journal
International Journal of Intelligent Systems
Journal of Advanced Transportation
IET Intelligent Transport Systems
Accident Analysis & Prevention
Transportation Research Record
Journal of Intelligent Transportation Systems
ASCE Journal of Transportation Engineering, Part A: Systems
PLoS ONE
Conference
Conference on Computer Vision and Pattern Recognition (CVPR), 2021, 2020, 2019
Association for the Advancement of Artificial Intelligence (AAAI), 2021
IEEE International Conference on Computer Vision (ICCV), 2020
Conference on Neural Information Processing Systems (NeurIPS), 2021
Special Interest Group on Knowledge Discovery and Data Mining (SIGKDD), 2021
IEEE International Intelligent Transportation Systems Conference, 2020, 2019
ASCE International Conference on Transportation & Development (ICTD), 2020, 2019
Transportation Research Board (TRB) Annual Meeting, 2022, 2021, 2020, 2019, 2018, 2017, 2016
International Conference on Transportation Information and Safety, 2021
COTA International Conference of Transportation Professionals, 2020, 2019
IEEE International Smart Cities Conference, 2020, 2019