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Welcome to cite our work or contact me for collaboration!🎉🎉 y.z.chen.fhy@gmail.com

Journal Paper

  • 🎉Chen, Y., Xie, Y., Wang, C., Yang, L., Zheng, N., & Wu, L. (2025). Time-dependent effect of advanced driver assistance systems on driver behavior based on connected vehicle data. Analytic Methods in Accident Research, 100370. (IF=12.6, CiteScore=23.3, Transportation Rank=3/152)
  • 🎉Chen, Y., Wang, C., & Xie, Y. (2024). Modeling the risk of single-vehicle run-off-road crashes on horizontal curves using connected vehicle data. Analytic Methods in Accident Research, 43, 100333. (IF=12.5, CiteScore=22.1, Transportation Rank=2/152)
  • 🎉Chen, Y., Wang, T., Yan, X., & Wang, C. (2022). An ensemble optimization strategy for dynamic parking-space allocation. IEEE Intelligent Transportation Systems Magazine, 15(1), 347-362. (IF=5.293, CiteScore=11.5, Automotive Engineering Rank=9/133)
  • Wang, T., Chen, Y., Yu, J., & Xie, S. (2021). Formation mechanisms and clustering differences in risky riding behaviors of electric bike riders. IEEE Access, 9, 119712-119721.
  • Wang, T., Chen, Y., Yan, X., Chen, J., & Li, W. (2020). The Relationship between Bus Drivers’ Improper Driving Behaviors and Abnormal Vehicle States Based on Advanced Driver Assistance Systems in Naturalistic Driving. Mathematical Problems in Engineering.

  • Wang, T., Chen, Y., Yan, X., Li, W., & Shi, D. (2020). Assessment of drivers’ comprehensive driving capability under man-computer cooperative driving conditions. IEEE Access, 8, 152909-152923.

  • (Co-supervised) Wang, T., Yu, J., Chen, Y., Ma, C., Ye, X., & Chen, J. (2023). Factors associated with the severity of motor vehicle crashes involving electric motorcycles and electric bicycles: a random parameters logit approach with heterogeneity in means. Transportation research record, 2677(8), 691-704.

  • (Co-supervised) Wang, T., Chen, B., Chen, Y., Deng, S., & Chen, J. (2022). Traffic Risk Assessment Based on Warning Data. Journal of Advanced Transportation, 2022.

  • 🎉(Collaborative) Zhao, L., Zhou, W., Xu, S., Chen, Y., & Wang, C. (2024). Multi-agent trajectory prediction at unsignalized intersections: An improved generative adversarial network accounting for collision avoidance behaviors. Transportation Research Part C: Emerging Technologies, 171, 104974. (IF=7.9, CiteScore=15.9, Transportation Rank=9/152)
  • (Collaborative) Zhou, W., Zhao, L., Huang, H., Chen, Y., Xu, S., & Wang, C. (2023). Automatic waste detection with few annotated samples: improving waste management efficiency. Engineering Applications of Artificial Intelligence, 120, 105865.
  • (Collaborative) Liu, Y., Wang, C., Xu, S., Zhou, W., & Chen, Y. (2023). Multi-weighted graph 3D convolution network for traffic prediction. Neural Computing and Applications, 35(20), 15221-15237.
  • (Collaborative) Yuan, Q., Xu, X., Wang, T., & Chen, Y. (2022). Investigating safety and liability of autonomous vehicles: Bayesian random parameter ordered probit model analysis. Journal of intelligent and connected vehicles, 5(3), 199-205.


Conference Paper

  • Chen, Y., Lu, C., Xie, Y., Xu, S., Wu, M., & Wang, C. (2026). VUD-FC: A Heterogeneous Behavior-Oriented Adaptive Control Approach Using Variable Universe of Discourse Fuzzy Strategy. In 2025 IEEE 28th International Conference on Intelligent Transportation Systems (ITSC) . Gold Coast, Australia, IEEE. (Accepted)
  • Chen, Y., Xie, Y., Xu, S., Zhao, L., & Wang, C. (2025). Trade-Offs Between Safety and Volatility in Driving Interactions: Evidence from A Connected Vehicle Pilot Study. In 2025 IEEE Intelligent Vehicles Symposium (IV) (pp. 2089-2095). Cluj-Napoca, Romania, IEEE.
  • Chen, Y., Xie, Y., Wang, C., Yang, L., Zheng, N. & Wu, L. (2025). Time-Dependent Effect of Warning Systems on Speed Reduction Behavior Using Connected Vehicle Data. In the 104th Transportation Research Board Annual Meeting (TRB 2025) . Washington D.C., USA. (TRBAM-25-01252)
  • Chen, Y., Xie, Y., Wang, C., Xu, S., & Wu, L. (2024). Temporal Dependency of Forward Collision Warning Effectiveness: A Functional Framework for Speed Profiles After Receiving Warnings. In 2024 IEEE 27th International Conference on Intelligent Transportation Systems (ITSC) (pp. 1793-1798). Edmonton, AB, Canada, IEEE.

  • Chen, Y., Wang, T., Xie, L., Shi, D., & Wang, C. (2020). Safety Evaluation of Bus Running State Based on Multi-Source Data. In CICTP 2020 (pp. 4473-4485).

  • (Co-supervised) Lu, C., Chen, Y. & Wang, C. (2025). Adaptive Cruise Control Based on Variable Universe of Discourse Fuzzy Proportional-Integral-Derivative Control. In the 104th Transportation Research Board Annual Meeting (TRB 2025) . Washington D.C., USA. (TRBAM-25-01934)
  • (Co-supervised) Cheng, L., Chen, Y. & Wang, C. (2025). A Demonstration-Guided Reinforcement Learning Framework for Autonomous Vehicles Safety-Critical Scenario Generation. In the 104th Transportation Research Board Annual Meeting (TRB 2025) . Washington D.C., USA. (TRBAM-25-01936)
  • (Co-supervised) Shi, D., Wang, T., Chen, Y., & Liu, C. (2021). Exploring the effects of request time, secondary task, and take-over mode on take-over performance. In International Conference on Intelligent Transportation Engineering (pp. 1001-1014). Singapore: Springer Nature Singapore.


Patents (Granted)

  • Apr 2024: Block size determination method with regional data point rasterization (No.CN113868818B, Ranking 1/5)
  • Feb 2023: On-street parking conflict avoidance scheduling method and system based on the perception of parking availability status (No. CN113593289B, Ranking 1/5)
  • Nov 2023: Parking space allocation system for avoiding conflicts based on parking space supply availability awareness (No. CN113554276B, Ranking 2/5)
  • May 2023: Road potential risk assessment method and system based on Gaussian radiation of accident points (No. CN113821913B, Ranking 2/4)
  • Apr 2023: Bus risk evaluation system and method based on multi-source data (No. CN111210163B, Ranking 2/9)
  • Dec 2022: Scheduling method, system and storage for avoiding parking conflicts based on parking-awareness (No.CN113593290B, Ranking 2/5)
  • Apr 2023: Freight carpooling method and application system for multimodal transportation based on blockchain (No. CN113469429B, Ranking 3/15)
  • May 2021: On-street parking intelligent management method and system (No. CN108961822B, Ranking 3/10)
  • Dec 2020: Roadside unit site selection method and system based on road buffer area superposition analysis (No. CN110956802B, Ranking 5/5)