Concepedia
Statistics
Publications
45
Citations
3.4K
H-Index
28
Active since
2017
Affiliations
University of Washington(Current)
Southeast University
Monash University Malaysia
Nanjing University of Science and Technology
Beihang University
Ziyuan Pu is an author at University of Washington specializing in computing, computer science, and machine learning.
Publications per year
2017–2025
Stacked bidirectional and unidirectional LSTM recurrent neural network for forecasting network-wide traffic state with missing values
Zhiyong Cui, Ruimin Ke, Ziyuan Pu et al. · Transportation Research Part C Emerging Technologies · 2020 · 464 citations
Computing, Data Science, Forecasting +13
Safe, efficient, and comfortable velocity control based on reinforcement learning for autonomous driving
Meixin Zhu, Yinhai Wang, Ziyuan Pu et al. · Transportation Research Part C Emerging Technologies · 2020 · 448 citations · Full text
Engineering, Automotive Engineering, Autonomous Systems +16
Learning Dynamic and Hierarchical Traffic Spatiotemporal Features With Transformer
Haoyang Yan, Xiaolei Ma, Ziyuan Pu · IEEE Transactions on Intelligent Transportation Systems · 2021 · 273 citations
Computing, Computer Science, Feature Engineering +16
Comparing Prediction Performance for Crash Injury Severity Among Various Machine Learning and Statistical Methods
Jian Zhang, Zhibin Li, Ziyuan Pu et al. · IEEE Access · 2018 · 250 citations · Full text
Computing, Computer Science, Machine Learning +16
A Smart, Efficient, and Reliable Parking Surveillance System With Edge Artificial Intelligence on IoT Devices
Ruimin Ke, Yifan Zhuang, Ziyuan Pu et al. · IEEE Transactions on Intelligent Transportation Systems · 2020 · 231 citations · Full text
Computing, Computer Science, Computer Systems +17
1–5 of 45