Chengyuan Zhang

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 9

Top Topics

Autonomous Driving

Social Interaction

Gaussian Mixture

Top Venues

IEEE Trans. Intell. Transp. Syst.

Found. Trends Robotics

IEEE Trans. Knowl. Data Eng.

Publications

Xinyu Chen, Chengyuan Zhang, Xiaoxu Chen, Nicolas Saunier, Lijun Sun
Discovering Dynamic Patterns From Spatiotemporal Data With Time-Varying Low-Rank Autoregression. IEEE Trans. Knowl. Data Eng. 36 (2) (2024)
Xiaoxu Chen, Chengyuan Zhang, Zhanhong Cheng, Yuang Hou, Lijun Sun
A Bayesian Gaussian Mixture Model for Probabilistic Modeling of Car-Following Behaviors. IEEE Trans. Intell. Transp. Syst. 25 (6) (2024)
Chengyuan Zhang, Lijun Sun
Bayesian Calibration of the Intelligent Driver Model. IEEE Trans. Intell. Transp. Syst. 25 (8) (2024)
Chengyuan Zhang, Rui Chen, Jiacheng Zhu, Wenshuo Wang, Changliu Liu, Lijun Sun
Interactive Car-Following: Matters but NOT Always. CoRR (2023)
Wenshuo Wang, Letian Wang, Chengyuan Zhang, Changliu Liu, Lijun Sun
Social Interactions for Autonomous Driving: A Review and Perspective. CoRR (2022)
Xinyu Chen, Chengyuan Zhang, Xi-Le Zhao, Nicolas Saunier, Lijun Sun
Nonstationary Temporal Matrix Factorization for Multivariate Time Series Forecasting. CoRR (2022)
Chengyuan Zhang, Jiacheng Zhu, Wenshuo Wang, Junqiang Xi
Spatiotemporal Learning of Multivehicle Interaction Patterns in Lane-Change Scenarios. IEEE Trans. Intell. Transp. Syst. 23 (7) (2022)
Xinyu Chen, Chengyuan Zhang, Xiaoxu Chen, Nicolas Saunier, Lijun Sun
Discovering Dynamic Patterns from Spatiotemporal Data with Time-Varying Low-Rank Autoregression. CoRR (2022)
Wenshuo Wang, Letian Wang, Chengyuan Zhang, Changliu Liu, Lijun Sun
Social Interactions for Autonomous Driving: A Review and Perspectives. Found. Trends Robotics 10 (3-4) (2022)