Publications

CIRCLES Consortium. Traffic control via connected and automated vehicles: an open-road field experiment with 100 CAVs, IEEE Control Systems Magazine, to appear, 2025.

MirSaleh Bahavarnia, Junyi Ji, Ahmad Taha, Daniel B. Work. A Constrained CAV Platoon Controller Synthesis, IEEE Transactions on Control of Network Systems, to appeaer, 2025.

Yanbing Wang, Derek Gloudemans, Junyi Ji, Zi Nean Teoh, Lisa Liu, Gergely Zachár, William Barbour, Daniel Work. Automatic Vehicle Trajectory Data Reconstruction at Scale, Transportation Research Part C: Emerging Technologies, 2024.

Suyash C. Vishnoi, Junyi Ji, MirSaleh Bahavarnia, Yuhang Zhang, Christian G Claudel, Ahmad Taha, Daniel B. Work. CAV Traffic control to mitigate the impact of congestion from bottlenecks - a linear-quadratic-regulator-based approach and microsimulation study. ACM Journal on Autonomous Transportation Systems, 2023.

Derek Gloudemans, Yanbing Wang, Junyi Ji, Gergely Zachár, Will Barbour, Daniel B. Work. I-24 MOTION: An instrument for freeway traffic science. Transportation Research Part C: Emerging Technologies, 2023, 155:104311.

Jiyang Zhang, Min Yang, Junyi Ji, Tao Feng, Yalong Yuan, Enhui Chen, Lichao Wang. Customizing the promotion strategies of integrated air-bus service based on passenger satisfaction. Transportation Research Part D: Transport and Environment, 2022: 103385.

Xu Qu, Mofeng Yang, Junyi Ji, Linheng Li, Bin Ran. Analyzing the safety impacts of variable speed limit control on aggregated driving behavior based on traffic big data. Journal of Advanced Transportation, 2021: 1-9. 

Chengcheng Xu, Junyi Ji, Pan Liu. The Station-Free Sharing Bike Demand Forecasting with a Deep Learning Approach and Large-Scale Datasets. Transportation Research Part C: Emerging Technologies, 2018, 95:47-60. (ESI highly cited paper) 

Junyi Ji, Alex Richardson, Derek Gloudemans, Gergely Zachár, Matthew Nice, William Barbour, Jonathan Sprinkle, Benedetto Piccoli, Daniel B. Work. Stop-and-go waves reconstruction via iterative refinement, to appear, TRB 2025 lectern presentation.

Austin Coursey, Junyi Ji, Marcos Quinones-Grueiro, William Barbour, Yuhang Zhang, Tyler Derr, Gautam Biswas, and Daniel B. Work. FT-AED: Benchmark dataset for early freeway traffic anomalous event detection, to appear, NeurIPS 2024 Track Datasets and Benchmarks. website

MirSaleh Bahavarnia, Junyi Ji, Ahmad Taha, Daniel B. Work. On the CAV Platoon Control Problem: Constrained vs Unconstrained. 63rd IEEE CDC 2024.

Junyi Ji, Derek Gloudemans, Yanbing Wang, Gergely Zachár, William Barbour, Jonathan Sprinkle, Benedetto Piccoli, Daniel B. Work. Enabling stop-and-go wave analysis for massive trajectory data [Extended abstract]. Conference in Emerging Technologies in Transportation Systems (TRC-30), Crete, Greece, 2024.

Tianshu Bao, Hua Wei, Junyi Ji, Daniel Work, and Taylor T Johnson. Spatial-Temporal PDE Networks for Traffic Flow Forecasting, European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD), 2024.

Matthew Nice, George Gunter, Junyi Ji, Yuhang Zhang, Matthew Bunting, Will Barbour, Jonathan Sprinkle and Dan Work. A Middle Way to Traffic Enlightenment, The 15th ACM/IEEE International Conference on Cyber-Physical Systems (ICCPS), 2024.

Junyi Ji, Yanbing Wang, Derek Gloudemans, Gergely Zachár, William Barbour, Daniel Work. Virtual trajectories for I-24 MOTION: data and tools, 4th IEEE Forum for Innovative Sustainable Transportation Systems, 2024.

Derek Gloudemans, Gergely Zachár, Yanbing Wang, Junyi Ji, Matt Nice, Matt Bunting, William Barbour, Jonathan Sprinkle, Benedetto Piccoli, Maria Laura Delle Monache, Alexandre Bayen, Benjamin Seibold, Daniel B Work. So you think you can track? IEEE/CVF WACV 2024.

Suyash C. Vishnoi, Junyi Ji, MirSaleh Bahavarnia, Yuhang Zhang, Christian G Claudel, Ahmad Taha, Daniel B. Work. Exploring CAV-based traffic control for improving traffic conditions in the face of bottlenecks. 62nd IEEE CDC, 2023.

Junyi Ji, Yanbing Wang, Will Barbour, Daniel B. Work. Platoon trajectory reconstruction with conflict resolution. 26th IEEE ITSC, 2023. 

Yanbing Wang, Junyi Ji, Will Barbour, Daniel B. Work. Online Min Cost Circulation for Multi-Object Tracking on Fragments. 26th IEEE ITSC, 2023. 

Junyi Ji, Jiyang Zhang, Chengcheng Xu, Min Yang. Identifying the Usage Pattern Change in Station-based Bike-sharing System Under the Influence of Free-floating Bike-sharing System: A Data-driven Approach. TRB 2020, Washington, D.C., January 2020.

Chengcheng Xu, Junyi Ji, Pan Liu, Long Peng. Forecasting the Travel Demand of the Station-free Sharing Bike Using a Deep Learning Approach. TRB 2018, Washington, D.C., January 2018.

Junyi Ji, Alex Richardson, Derek Gloudemans, Gergely Zachár, Matthew Nice, William Barbour, Jonathan Sprinkle, Benedetto Piccoli, Daniel B. Work. Stop-and-go wave reconstruction via iterative refinement, 2024.

Junyi Ji, Derek Gloudemans, Yanbing Wang, Gergely Zachár, William Barbour, Jonathan Sprinkle, Benedetto Piccoli, Daniel B. Work. Scalable stop-and-go waves analysis, 2024.