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ORCIDZiyuan Pu
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2020 – today
- 2024
[j17]Lyuyi Zhu
, Kairui Feng, Ziyuan Pu, Wei Ma:
Adversarial Diffusion Attacks on Graph-Based Traffic Prediction Models. IEEE Internet Things J. 11(1): 1481-1495 (2024)- [j16]Yiqun Li, Xian Zhang, Guibin Wang, Fushuan Wen, Ziyuan Pu, Edward Chung:
An Efficient Gated-Attention Spatiotemporal Convolutional Network for Economical Operation of Electric Vehicle Charging Stations. IEEE Trans. Intell. Transp. Syst. 25(11): 16599-16613 (2024) - [j15]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): 165-177 (2024) - [i20]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 abs/2401.00781 (2024) - [i19]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 abs/2404.02187 (2024) - [i18]Mingyu Kang, Duxin Chen, Ziyuan Pu, Jianxi Gao, Wenwu Yu:
Spatio-Temporal Graphical Counterfactuals: An Overview. CoRR abs/2407.01875 (2024) - [i17]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 abs/2407.07020 (2024) - [i16]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 abs/2407.14065 (2024) - [i15]Takao Dantsuji, Dong Ngoduy, Ziyuan Pu, Seunghyeon Lee, Hai L. Vu:
A hybrid neural network for real-time OD demand calibration under disruptions. CoRR abs/2408.06659 (2024) - [i14]Pei Liu, Zihao Zhang, Haipeng Liu, Nanfang Zheng, Meixin Zhu, Ziyuan Pu:
HeightFormer: A Semantic Alignment Monocular 3D Object Detection Method from Roadside Perspective. CoRR abs/2410.07758 (2024) - [i13]Pei Liu, Nanfang Zheng, Yiqun Li, Junlan Chen, Ziyuan Pu:
Kaninfradet3D:A Road-side Camera-LiDAR Fusion 3D Perception Model based on Nonlinear Feature Extraction and Intrinsic Correlation. CoRR abs/2410.15814 (2024) - [i12]Pei Liu, Haipeng Liu, Yiqun Li, Tianyu Shi, Meixin Zhu, Ziyuan Pu:
Traj-Explainer: An Explainable and Robust Multi-modal Trajectory Prediction Approach. CoRR abs/2410.16795 (2024) - 2023
- [c2]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: 1-6 - 2022
- [j14]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: 126915 (2022) - [j13]Shuo Wang, Ziyuan Pu, Qianmu Li, Yinhai Wang:
Estimating crowd density with edge intelligence based on lightweight convolutional neural networks. Expert Syst. Appl. 206: 117823 (2022) - [j12]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): 12413-12424 (2022) - [j11]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): 107-121 (2022) - [j10]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): 34-45 (2022) - [j9]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): 12778-12789 (2022) - [j8]Haoyang Yan, Xiaolei Ma, Ziyuan Pu:
Learning Dynamic and Hierarchical Traffic Spatiotemporal Features With Transformer. IEEE Trans. Intell. Transp. Syst. 23(11): 22386-22399 (2022) - [j7]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): 1282-1295 (2022) - [i11]Meixin Zhu, Simon S. Du, Xuesong Wang, Hao (Frank) Yang, Ziyuan Pu, Yinhai Wang:
TransFollower: Long-Sequence Car-Following Trajectory Prediction through Transformer. CoRR abs/2202.03183 (2022) - [i10]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 abs/2204.00777 (2022) - 2021
- [j6]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): 474-486 (2021) - [j5]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): 64-70 (2021) - [j4]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): 964-976 (2021) - [j3]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): 4962-4974 (2021) - [c1]Shuo Wang, Ziyuan Pu, Qianmu Li, Yaming Guo, Meng Li:
Edge Computing-Enabled Crowd Density Estimation based on Lightweight Convolutional Neural Network. ISC2 2021: 1-7 - [i9]Lyuyi Zhu, Kairui Feng, Ziyuan Pu, Wei Ma:
Adversarial Diffusion Attacks on Graph-based Traffic Prediction Models. CoRR abs/2104.09369 (2021) - [i8]Yifan Zhuang, Ziyuan Pu, Jia Hu, Yinhai Wang:
Illumination and Temperature-Aware Multispectral Networks for Edge-Computing-Enabled Pedestrian Detection. CoRR abs/2112.05053 (2021) - 2020
- [i7]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 abs/2005.11627 (2020)
2010 – 2019
- 2019
- [j2]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: 47856-47863 (2019) - [i6]Meixin Zhu, Jingyun Hu, Hao (Frank) Yang, Ziyuan Pu, Yinhai Wang:
Personalized Context-Aware Multi-Modal Transportation Recommendation. CoRR abs/1910.12601 (2019) - [i5]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 abs/1911.00605 (2019) - [i4]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 abs/1911.01282 (2019) - [i3]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 abs/1911.02372 (2019) - [i2]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 abs/1911.05626 (2019) - [i1]Zhiyong Cui, Longfei Lin, Ziyuan Pu, Yinhai Wang:
Graph Markov Network for Traffic Forecasting with Missing Data. CoRR abs/1912.05457 (2019) - 2018
- [j1]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: 60079-60087 (2018)
Coauthor Index
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