% Bibliography for Chengyuan Zhang
% https://chengyuan-zhang.github.io/publications/
% Journal, conference and book entries are generated from Crossref;
% preprints from the arXiv API. Please report errors to enzozcy@gmail.com.

@article{zhang2024calibrating,
  author    = {Zhang, Chengyuan and Wang, Wenshuo and Sun, Lijun},
  title     = {Calibrating car-following models via {Bayesian} dynamic regression},
  journal   = {Transportation Research Part C: Emerging Technologies},
  volume    = {168},
  pages     = {104719},
  year      = {2024},
  doi       = {10.1016/j.trc.2024.104719}
}

@article{zhang2024bayesian,
  author    = {Zhang, Chengyuan and Sun, Lijun},
  title     = {{Bayesian} Calibration of the Intelligent Driver Model},
  journal   = {{IEEE} Transactions on Intelligent Transportation Systems},
  volume    = {25},
  number    = {8},
  pages     = {9308-9320},
  year      = {2024},
  doi       = {10.1109/tits.2024.3354102}
}

@article{chen2024bayesian,
  author    = {Chen, Xiaoxu and Zhang, Chengyuan and Cheng, Zhanhong and Hou, Yuang and Sun, Lijun},
  title     = {A {Bayesian} {Gaussian} Mixture Model for Probabilistic Modeling of Car-Following Behaviors},
  journal   = {{IEEE} Transactions on Intelligent Transportation Systems},
  volume    = {25},
  number    = {6},
  pages     = {5880-5891},
  year      = {2024},
  doi       = {10.1109/tits.2023.3334909}
}

@article{chen2023discovering,
  author    = {Chen, Xinyu and Zhang, Chengyuan and Chen, Xiaoxu and Saunier, Nicolas and Sun, Lijun},
  title     = {Discovering Dynamic Patterns from Spatiotemporal Data with Time-Varying Low-Rank Autoregression},
  journal   = {{IEEE} Transactions on Knowledge and Data Engineering},
  pages     = {1-14},
  year      = {2023},
  doi       = {10.1109/tkde.2023.3294440}
}

@article{zhang2022spatiotemporal,
  author    = {Zhang, Chengyuan and Zhu, Jiacheng and Wang, Wenshuo and Xi, Junqiang},
  title     = {Spatiotemporal Learning of Multivehicle Interaction Patterns in Lane-Change Scenarios},
  journal   = {{IEEE} Transactions on Intelligent Transportation Systems},
  volume    = {23},
  number    = {7},
  pages     = {6446-6459},
  year      = {2022},
  doi       = {10.1109/tits.2021.3057645}
}

@article{zhang2019efficient,
  author    = {Zhang, Chengyuan and Zhang, Xiaomin and Ye, Hongyun and Wei, Ming and Ning, Xianxiong},
  title     = {An Efficient Parking Solution: A Cam-Linkage Double-Parallelogram Mechanism Based 1-Degrees of Freedom Stack Parking System},
  journal   = {Journal of Mechanisms and Robotics},
  volume    = {11},
  number    = {4},
  year      = {2019},
  doi       = {10.1115/1.4043688}
}

@article{zhang2018chaotic,
  author    = {Zhang, Chengyuan and Xiao, Jian},
  title     = {Chaotic Behavior and Feedback Control of Magnetorheological Suspension System With Fractional-Order Derivative},
  journal   = {Journal of Computational and Nonlinear Dynamics},
  volume    = {13},
  number    = {2},
  year      = {2018},
  doi       = {10.1115/1.4037931}
}

@inproceedings{zhang2024learning,
  author    = {Zhang, Chengyuan and Chen, Kehua and Zhu, Meixin and Yang, Hai and Sun, Lijun},
  title     = {Learning Car-Following Behaviors Using {Bayesian} Matrix Normal Mixture Regression},
  booktitle = {2024 {IEEE} Intelligent Vehicles Symposium ({IV})},
  pages     = {608-613},
  year      = {2024},
  publisher = {IEEE},
  doi       = {10.1109/iv55156.2024.10588568}
}

@inproceedings{zhang2023interactive,
  author    = {Zhang, Chengyuan and Chen, Rui and Zhu, Jiacheng and Wang, Wenshuo and Liu, Changliu and Sun, Lijun},
  title     = {Interactive Car-Following: Matters but {NOT} Always},
  booktitle = {2023 {IEEE} 26th International Conference on Intelligent Transportation Systems ({ITSC})},
  pages     = {5120-5125},
  year      = {2023},
  publisher = {IEEE},
  doi       = {10.1109/itsc57777.2023.10421996}
}

@inproceedings{wang2020learning,
  author    = {Wang, Wenshuo and Zhang, Chengyuan and Wang, Pin and Chan, Ching-Yao},
  title     = {Learning Representations for Multi-Vehicle Spatiotemporal Interactions with Semi-Stochastic Potential Fields},
  booktitle = {2020 {IEEE} Intelligent Vehicles Symposium ({IV})},
  pages     = {1935-1940},
  year      = {2020},
  publisher = {IEEE},
  doi       = {10.1109/iv47402.2020.9304849}
}

@inproceedings{zhang2019general,
  author    = {Zhang, Chengyuan and Zhu, Jiacheng and Wang, Wenshuo and Zhao, Ding},
  title     = {A General Framework of Learning Multi-Vehicle Interaction Patterns from Video},
  booktitle = {2019 {IEEE} Intelligent Transportation Systems Conference ({ITSC})},
  pages     = {4323-4328},
  year      = {2019},
  publisher = {IEEE},
  doi       = {10.1109/itsc.2019.8917212}
}

@book{wang2022social,
  author    = {Wang, Wenshuo and Wang, Letian and Zhang, Chengyuan and Liu, Changliu and Sun, Lijun},
  title     = {Social Interactions for Autonomous Driving: A Review and Perspectives},
  publisher = {Now Publishers},
  year      = {2022},
  doi       = {10.1561/9781638281290}
}

@misc{kong2026active,
  author    = {Kong, Menglin and Zhang, Chengyuan and Sun, Lijun},
  title     = {Active Simulation-Based Inference for Scalable Car-Following Model Calibration},
  year      = {2026},
  eprint    = {2602.05246},
  archivePrefix = {arXiv},
  note      = {arXiv:2602.05246}
}

@misc{zhang2025markov,
  author    = {Zhang, Chengyuan and Wu, Cathy and Sun, Lijun},
  title     = {{Markov} Regime-Switching Intelligent Driver Model for Interpretable Car-Following Behavior},
  year      = {2025},
  eprint    = {2506.14762},
  archivePrefix = {arXiv},
  note      = {arXiv:2506.14762}
}

@misc{zhang2025context,
  author    = {Zhang, Chengyuan and He, Zhengbing and Wu, Cathy and Sun, Lijun},
  title     = {When Context Is Not Enough: Modeling Unexplained Variability in Car-Following Behavior},
  year      = {2025},
  eprint    = {2507.07012},
  archivePrefix = {arXiv},
  note      = {arXiv:2507.07012}
}

@article{chen2025forecasting,
  author    = {Chen, Xinyu and Zhang, Chengyuan and Zhao, Xi-Le and Saunier, Nicolas and Sun, Lijun},
  title     = {Forecasting Sparse Movement Speed of Urban Road Networks with Nonstationary Temporal Matrix Factorization},
  journal   = {Transportation Science},
  year      = {2025},
  doi       = {10.1287/trsc.2024.0629},
  note      = {arXiv:2203.10651}
}

@inproceedings{kong2026online,
  author    = {Kong, Menglin and Zhang, Chengyuan and Sun, Lijun},
  title     = {Online Calibration of Context-Driven Car-Following Models},
  booktitle = {2026 {IEEE} Intelligent Vehicles Symposium ({IV})},
  year      = {2026},
  note      = {Accepted}
}

@inproceedings{hickert2026autotune,
  author    = {Hickert, Cameron and Wang, Athena and Samaei, Maryam and Zhang, Chengyuan and Sun, Lijun and Wang, Yanbing and Ameli, Mostafa and Wu, Cathy},
  title     = {{AutoTune}: A Unified Benchmark for Highway Traffic Microsimulation Calibration},
  booktitle = {2026 {IEEE} Intelligent Vehicles Symposium ({IV})},
  year      = {2026},
  note      = {Accepted}
}

@book{chen2023latex,
  author    = {Chen, Xinyu and Jin, Jieling and Liao, Qionghua and Zhang, Chengyuan and Chen, Xiaoxu},
  title     = {Academic Writing with {LaTeX}},
  publisher = {Tsinghua University Press},
  year      = {2023},
  note      = {In Chinese}
}

@misc{zhang2018patent,
  author       = {Zhang, Chengyuan and Zhang, Xiaomin and Ye, Hongyun and Shi, Jinming and Wang, Manzhi and Ning, Xianxiong},
  title        = {Cam-Connecting Rod Type Mechanical Three-Dimensional Parking Device},
  howpublished = {Chinese patent {CN108222589B}},
  year         = {2018}
}