B.S. in Civil & Environmental Engineering, University of Illinois at Urbana-Champaign (2018)
Publication
Journal Articles
Y. Wang, D. Gloudemans, J. Ji, Z.N. Teoh, L. Liu, G. Zachár, W. Barbour, and D. Work, “Automatic vehicle trajectory data reconstruction at scale,” Transportation Research Part C: Emerging Technologies, vol. 160, p. 104520, 2024. Available online, Preprint
D. Gloudemans, Y. Wang, J. Ji, G. Zachar, W. Barbour, E. Hall, M. Cebelak, L. Smith, and D. Work, “I-24 MOTION: An instrument for freeway traffic science,” Transportation Research Part C: Emerging Technologies, vol. 155, p. 104311, 2023. Available online, Preprint
P. Choobchian, G. Roscoe, T. Dick, B. Zou, D. Work, K. Zhang, Y. Wang, and Y.C. Hung, “Leveraging connected vehicle platooning technology to improve the efficiency and effectiveness of train fleeting under moving blocks”, Transportation Research Part C: Emerging Technologies, vol. 148, p. 104 026, 2023, issn: 0968-090X. Available online
Y. Hu, A. Qu, Y. Wang, and D. Work, “Streaming data preprocessing via online tensor recovery for large environmental sensor networks”, ACM Transactions on Knowledge Discovery from Data (TKDD), vol. 16, no. 6, pp. 1–24, 2022. Available online, Preprint
Y. Wang, Z. Wang, K. Han, P. Tiwari and D. Work, “Gaussian Process-based personalized adaptive cruise control”, IEEE Transactions on Intelligent Transportation Systems, vol. 23, no. 11, pp. 21178-21189, 2022. Available online, Preprint
Y. Wang, M.L. Delle Monache, and D. Work, “Identifiability of car-following dynamics,” Physica D: Nonlinear Phenomena, vol. 430, p. 133090, 2022. Available online, Preprint
Y. Wang and D. Work, “Estimation for heterogeneous traffic using enhanced particle filters,” Transportmetrica A: Transport Science, vol. 18, no. 3, pp. 568-593, 2022. Available online
Y. Wang, G. Gunter, M. Nice, M.L. Delle Monache, and D. Work, “Online parameter estimation methods for adaptive cruise control systems,” IEEE Transactions on Intelligent Vehicles, vol. 6, no. 2, pp. 288-298, 2020. Available online, Preprint
Conference Proceedings
Y. Wang, F. de Souza, J. Han, D. Karbowski, “Is it necessary to calibrate all parameters for each driver?”, 2024 Modeling, Estimation, and Control Conference (MECC 2024). Chicago, IL, USA, October 27-30, 2024. To appear.
Y. Wang, M. Menner, and K. Berntorp, “Physics-informed road monitoring and suspension control using crowdsourced vehicle data”, European Control Conference 2024. Preprint
J. Ji, Y. Wang, D. Gloudemans, G. Zachár, W. Barbour, and D. Work, "Virtual trajectories for I–24 MOTION: data and tools," In IEEE Forum for Innovative Sustainable Transportation Systems (FISTS) (pp. 1-6), 2024. Available online, Preprint
D. Gloudemans, G. Zachár, Y. Wang, J. Ji, M. Nice, M. Bunting, W. Barbour, J. Sprinkle, B. Piccoli, M.L.D. Monache, and A. Bayen, "So you think you can track?" In Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (pp. 4528-4538), 2024. Available online
J. Ji, Y. Wang, W. Barbour, and D. Work, "Platoon trajectory reconstruction with conflict resolution using semidefinite relaxation," In IEEE 26th International Conference on Intelligent Transportation Systems (ITSC), pp. 4332-4338, 2023. Available online
Y. Wang, J. Ji, W. Barbour and D. Work, “Online min cost circulation for multi-object tracking on fragments,” In IEEE 26th International Conference on Intelligent Transportation Systems (ITSC), pp. 2803-2810, 2023. Available online
D. Gloudemans, Y. Wang, G. Gumm, W. Barbour, and D. Work, "The Interstate-24 3D dataset: a new benchmark for 3D multi-camera vehicle tracking," In British Machine Vision Conference (BMVC), 2023. Available online
Y. Hu, Y. Zhang, Y. Wang, and D. Work, "Detecting socially abnormal highway driving behaviors via recurrent graph attention networks," In Proceedings of the ACM Web Conference (pp. 3086-3097), 2023. Available online
Y. Wang, Z. Wang, K. Han, P. Tiwari and D. Work. “Personalized adaptive cruise control via Gaussian Process regression”. 2021 IEEE 24th International Conference on Intelligent Transportation Systems (ITSC) (pp. 1496-1502), 2021. Available online, Preprint
A. Qu, Y. Wang, Y. Hu, Y. Wang, and H. Baroud, "A data-integration analysis on road emissions and traffic patterns," In Driving Scientific and Engineering Discoveries Through the Convergence of HPC, Big Data and AI: 17th Smoky Mountains Computational Sciences and Engineering Conference, SMC 2020, Oak Ridge, TN, USA, Revised Selected Papers, vol. 17, pp. 503-517. Springer International Publishing. 2021. Best student paper award. Available online, Preprint
Y. Wang, G. Gunter, and D. Work, "Online parameter estimation of adaptive cruise control models with delays and lags," In IEEE 23rd International Conference on Intelligent Transportation Systems (ITSC) (pp. 1-6), 2020. Available online, Preprint
Y. Hu, Y. Wang, C. Jiao, R. Sankaran, C. Catlett, and D. Work, "Automatic data cleaning via tensor factorization for large urban environmental sensor networks," In Proceedings of the NeurIPS 2019 Workshop on Tackling Climate Change with Machine Learning, 2019. Available online
G. Gunter, Y. Wang, D. Gloudemans, R. Stern, D. Work, M. L. Delle Monache, R. Bhadani, M. Bunting, R. Lysecky, J. Sprinkle, B. Seibold, B. Piccoli. “String stability of commercial adaptive cruise control vehicles: WiP abstract” In Proceedings of the 10th ACM/IEEE International Conference on Cyber-Physical Systems (pp. 328-329), Available online
Y. Wang and D. Work, “Heterogeneous traffic estimation with particle filtering,” In IEEE 24th International Conference on Intelligent Transportation Systems (ITSC) (pp. 2551-2556), 2019. Available online, Preprint
Under Review
Y. Zhang, M. Quinones-Grueiro, Z. Zhang, Y. Wang, W. Barbour, G. Biswas, and D. Work, “Marvel: Multi-agent reinforcement-learning for large-scale variable speed limits”, under review.
J.W. Lee,..., Y. Wang, et al., “Traffic control via connected and automated vehicles: an open-road field experiment with 100 CAVs”, under review.
Talks, lectures and presentations
“Transportation cyber-physical systems: new instruments for traffic science”, School of Sustainable Engineering and the Built Environment Seminar, Arizona State University, 2024.
“Transportation cyber-physical systems: sensing for intelligence”, Civil and Environmental Engineering Seminar, University of Pittsburgh, 2024.
“Automatic trajectory data reconstruction: application to I-24 MOTION”, Transportation Research Board Annual Meeting, Washington, D.C., 2023.
“Intelligent solutions for traffic improvements”, Vanderbilt Summer Academy, July 2022.
“Automatic trajectory data reconstruction”, IPAM Lake Arrowhead Reunion Conference, June 2022.
“Personalized adaptive cruise control via Gaussian Process”, 1st CIRCLES Workshop on traffic and Autonomy, 2021.
“Interstate-24 MOTION: Enabling smart mobility with high-fidelity trajectory extractions.” The 32nd IEEE Intelligent Vehicle Symposium Workshop: Cooperative Driving in Mixed Traffic, 2021.
“Identifiability of car-following dynamics”. Transportation Research Board Annual Meeting poster session, Washington, D.C., 2021.
“Automatic data cleaning via tensor factorization for large urban environmental sensor networks”. Tackling Climate Change with Machine Learning Workshop, NeurIPS 2019.
“Online parameter estimation for adaptive cruise control systems”, Transportation Research Board Annual Meeting poster session, Washington, D.C., 2020.
“Heterogeneous traffic estimation with particle filtering”. IEEE Conference on Intelligent Transportation Systems, Auckland, New Zealand, 2019.
Led a 6-member student team to design and construct a 76-meter cable suspended footbridge that facilitates 1500 daily crossings in Bajo Maiz, Panama.
Supervised an on-site construction of a 34-meter pedestrian bridge in Patzula, Joyabaj, Guatemala.Fundraised $2,500 for bridge-building projects and recruited 2 technical mentors for on-site construction.
Patents
R. Gupta, Y. Wang, Z. Wang, K. Han, and P. Tiwari. “Hybrid ‘Deterministic Override’ to Probabilistic Advanced Driving Assistance Systems”. U.S. patent application 17/398666, Filed Aug. 2021.
R. Gupta, Y. Wang, Z. Wang, K. Han, and P. Tiwari. “Systems and Methods for Protecting a Vehicle at an Intersection”. U.S. patent application 17/41183, Filed Aug. 2021.
Y. Wang, Z. Wang, K. Han, R. Gupta, and P. Tiwari. “System and Methods for personalizing Adaptive Cruise Control in a Vehicle”. U.S. patent application 17/387045, Filed Jul. 2021.
R. Gupta, Z. Wang, Y. Wang, K. Han, and P. Tiwari. “Detection, Classification, and Prediction of Bacteria Colony Growth in a Vehicle Passenger Cabin”. U.S. patent application 17/373050, Filed Jul. 2021.
R. Gupta, Z. Wang, Y. Wang, K. Han, and P. Tiwari. “Vehicular Topple Risk Notification”. U.S. patent application 17/385012, Filed Jul. 2021.