Ziyuan Pu

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 34

Top Topics

Sign Detection And Recognition

Prediction Model

Machine Learning

Top Venues

IEEE Trans. Intell. Transp. Syst.

IEEE Internet Things J.

IEEE Intell. Transp. Syst. Mag.

Publications

Shuang Li, Ziyuan Pu, Zhiyong Cui, Seunghyeon Lee, Xiucheng Guo, Dong Ngoduy
Inferring Heterogeneous Treatment Effects of Crashes on Highway Traffic: A Doubly Robust Causal Machine Learning Approach. CoRR (2024)
Lyuyi Zhu, Kairui Feng, Ziyuan Pu, Wei Ma
Adversarial Diffusion Attacks on Graph-Based Traffic Prediction Models. IEEE Internet Things J. 11 (1) (2024)
Junlan Chen, Ziyuan Pu, Nan-Ning Zheng, Xiao Wen, Hongliang Ding, Xiucheng Guo
A Generative Deep Learning Approach for Crash Severity Modeling with Imbalanced Data. CoRR (2024)
Wai Tong Chor, Chee Pin Tan, A. S. M. Bakibillah, Ziyuan Pu, Junn Yong Loo
Robust Vehicle Mass Estimation Using Recursive Least M-Squares Algorithm for Intelligent Vehicles. IEEE Trans. Intell. Veh. 9 (1) (2024)
Haicheng Liao, Yongkang Li, Zhenning Li, Chengyue Wang, Chunlin Tian, Yuming Huang, Zilin Bian, Kaiqun Zhu, Guofa Li, Ziyuan Pu, Jia Hu, Zhiyong Cui, Chengzhong Xu
Less is More: Efficient Brain-Inspired Learning for Autonomous Driving Trajectory Prediction. CoRR (2024)
Shuang Li, Ziyuan Pu, Nan Zhang, Duxin Chen, Lu Dong, Daniel J. Graham, Yinhai Wang
MSCT: Addressing Time-Varying Confounding with Marginal Structural Causal Transformer for Counterfactual Post-Crash Traffic Prediction. CoRR (2024)
Mingyu Kang, Duxin Chen, Ziyuan Pu, Jianxi Gao, Wenwu Yu
Spatio-Temporal Graphical Counterfactuals: An Overview. CoRR (2024)
Tenglong Li, Dong Ngoduy, Seunghyeon Lee, Ziyuan Pu
Capturing the equilibrium traffic state hypothesis of car-following models with artificial neural network. MT-ITS (2023)
Wenxiang Li, Yuanyuan Li, Ziyuan Pu, Long Cheng, Lei Wang, Linchuan Yang
Revealing the real-world CO2 emission reduction of ridesplitting and its determinants based on machine learning. CoRR (2022)
Shuo Wang, Ziyuan Pu, Qianmu Li, Yinhai Wang
Estimating crowd density with edge intelligence based on lightweight convolutional neural networks. Expert Syst. Appl. 206 (2022)
A. S. M. Bakibillah, Yong Hwa Tan, Junn Yong Loo, Chee Pin Tan, Md. Abdus Samad Kamal, Ziyuan Pu
Robust estimation of traffic density with missing data using an adaptive-R extended Kalman filter. Appl. Math. Comput. 421 (2022)
Yifan Zhuang, Ziyuan Pu, Jia Hu, Yinhai Wang
Illumination and Temperature-Aware Multispectral Networks for Edge-Computing-Enabled Pedestrian Detection. IEEE Trans. Netw. Sci. Eng. 9 (3) (2022)
Yifan Zhuang, Ziyuan Pu, Hao Yang, Yinhai Wang
Edge-Artificial Intelligence-Powered Parking Surveillance With Quantized Neural Networks. IEEE Intell. Transp. Syst. Mag. 14 (6) (2022)
Ziyuan Pu, Zhiyong Cui, Jinjun Tang, Shuo Wang, Yinhai Wang
Multimodal Traffic Speed Monitoring: A Real-Time System Based on Passive Wi-Fi and Bluetooth Sensing Technology. IEEE Internet Things J. 9 (14) (2022)
Hao Yang, Chenxi Liu, Yifan Zhuang, Wei Sun, Karthik Murthy, Ziyuan Pu, Yinhai Wang
Truck Parking Pattern Aggregation and Availability Prediction by Deep Learning. IEEE Trans. Intell. Transp. Syst. 23 (8) (2022)
Haoyang Yan, Xiaolei Ma, Ziyuan Pu
Learning Dynamic and Hierarchical Traffic Spatiotemporal Features With Transformer. IEEE Trans. Intell. Transp. Syst. 23 (11) (2022)
Ziyuan Pu, Chenglong Liu, Xianming Shi, Zhiyong Cui, Yinhai Wang
Road surface friction prediction using long short-term memory neural network based on historical data. J. Intell. Transp. Syst. 26 (1) (2022)
Meixin Zhu, Simon S. Du, Xuesong Wang, Hao Yang, Ziyuan Pu, Yinhai Wang
TransFollower: Long-Sequence Car-Following Trajectory Prediction through Transformer. CoRR (2022)
Lyuyi Zhu, Kairui Feng, Ziyuan Pu, Wei Ma
Adversarial Diffusion Attacks on Graph-based Traffic Prediction Models. CoRR (2021)
Ziyuan Pu, Meixin Zhu, Wenxiang Li, Zhiyong Cui, Xiaoyu Guo, Yinhai Wang
Monitoring Public Transit Ridership Flow by Passively Sensing Wi-Fi and Bluetooth Mobile Devices. IEEE Internet Things J. 8 (1) (2021)
Zhibin Li, Chengcheng Xu, Yanyong Guo, Pan Liu, Ziyuan Pu
Reinforcement Learning-Based Variable Speed Limits Control to Reduce Crash Risks Near Traffic Oscillations on Freeways. IEEE Intell. Transp. Syst. Mag. 13 (4) (2021)
Ziyuan Pu, Zhibin Li, Ying Jiang, Yinhai Wang
Full Bayesian Before-After Analysis of Safety Effects of Variable Speed Limit System. IEEE Trans. Intell. Transp. Syst. 22 (2) (2021)
Yifan Zhuang, Ziyuan Pu, Jia Hu, Yinhai Wang
Illumination and Temperature-Aware Multispectral Networks for Edge-Computing-Enabled Pedestrian Detection. CoRR (2021)
Shuo Wang, Ziyuan Pu, Qianmu Li, Yaming Guo, Meng Li
Edge Computing-Enabled Crowd Density Estimation based on Lightweight Convolutional Neural Network. ISC2 (2021)
Ruimin Ke, Yifan Zhuang, Ziyuan Pu, Yinhai Wang
A Smart, Efficient, and Reliable Parking Surveillance System With Edge Artificial Intelligence on IoT Devices. IEEE Trans. Intell. Transp. Syst. 22 (8) (2021)
Zhiyong Cui, Ruimin Ke, Ziyuan Pu, Yinhai Wang
Stacked Bidirectional and Unidirectional LSTM Recurrent Neural Network for Forecasting Network-wide Traffic State with Missing Values. CoRR (2020)
Zhiyong Cui, Longfei Lin, Ziyuan Pu, Yinhai Wang
Graph Markov Network for Traffic Forecasting with Missing Data. CoRR (2019)
Meixin Zhu, Jingyun Hu, Ziyuan Pu, Zhiyong Cui, Liangwu Yan, Yinhai Wang
Traffic Sign Detection and Recognition for Autonomous Driving in Virtual Simulation Environment. CoRR (2019)
Ziyuan Pu, Meixin Zhu, Zhiyong Cui, Yinhai Wang
Mining Public Transit Ridership Flow and Origin-Destination Information from Wi-Fi and Bluetooth Sensing Data. CoRR (2019)
Meixin Zhu, Jingyun Hu, Hao Yang, Ziyuan Pu, Yinhai Wang
Personalized Context-Aware Multi-Modal Transportation Recommendation. CoRR (2019)
Ziyuan Pu, Shuo Wang, Chenglong Liu, Zhiyong Cui, Yinhai Wang
Road Surface Friction Prediction Using Long Short-Term Memory Neural Network Based on Historical Data. CoRR (2019)
Ziyuan Pu, Zhiyong Cui, Shuo Wang, Qianmu Li, Yinhai Wang
Time-Aware Gated Recurrent Unit Networks for Road Surface Friction Prediction Using Historical Data. CoRR (2019)
Chengcheng Xu, Zhibin Li, Ziyuan Pu, Yanyong Guo, Pan Liu
Procedure for Determining the Deployment Locations of Variable Speed Limit Signs to Reduce Crash Risks at Freeway Recurrent Bottlenecks. IEEE Access 7 (2019)
Jian Zhang, Zhibin Li, Ziyuan Pu, Chengcheng Xu
Comparing Prediction Performance for Crash Injury Severity Among Various Machine Learning and Statistical Methods. IEEE Access 6 (2018)