Hai Yang

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 25

Top Topics

Diffusion Model

Convolutional Network

Reinforcement Learning

Top Venues

IEEE Trans. Intell. Transp. Syst.

Publications

Chengyuan Zhang, Kehua Chen, Meixin Zhu, Hai Yang, Lijun Sun
Learning Car-Following Behaviors Using Bayesian Matrix Normal Mixture Regression. IV (2024)
Chengyuan Zhang, Kehua Chen, Meixin Zhu, Hai Yang, Lijun Sun
Learning Car-Following Behaviors Using Bayesian Matrix Normal Mixture Regression. CoRR (2024)
Hanchuan Pan, Lixing Yang, Zhe Liang, Hai Yang
New Exact Algorithm for the integrated train timetabling and rolling stock circulation planning problem with stochastic demand. Eur. J. Oper. Res. 316 (3) (2024)
Shuqing Wei, Siyuan Feng, Hai Yang
Multi-View Spatial-Temporal Graph Convolutional Network for Traffic Prediction. IEEE Trans. Intell. Transp. Syst. 25 (8) (2024)
Ren-Yong Guo, Hai Yang, Hai-Jun Huang
The Day-to-Day Departure Time Choice of Heterogeneous Commuters Under an Anonymous Toll Charge for System Optimum. Transp. Sci. 57 (3) (2023)
Kehua Chen, Jindong Han, Siyuan Feng, Hai Yang
Cross-City Traffic Prediction via Semantic-Fused Hierarchical Graph Transfer Learning. CoRR (2023)
Kehua Chen, Xianda Chen, Zihan Yu, Meixin Zhu, Hai Yang
EquiDiff: A Conditional Equivariant Diffusion Model For Trajectory Prediction. ITSC (2023)
Kehua Chen, Xianda Chen, Zihan Yu, Meixin Zhu, Hai Yang
EquiDiff: A Conditional Equivariant Diffusion Model For Trajectory Prediction. CoRR (2023)
Siyuan Feng, Jintao Ke, Hai Yang, Jieping Ye
A Multi-Task Matrix Factorized Graph Neural Network for Co-Prediction of Zone-Based and OD-Based Ride-Hailing Demand. IEEE Trans. Intell. Transp. Syst. 23 (6) (2022)
Zhiyuan Liu, Yunshan Wang, Qixiu Cheng, Hai Yang
Analysis of the Information Entropy on Traffic Flows. IEEE Trans. Intell. Transp. Syst. 23 (10) (2022)
Jiancheng Long, Hai Yang, Wai Yuen Szeto
Departure Time Choice Equilibrium and Tolling Strategies for a Bottleneck with Stochastic Capacity. Transp. Sci. 56 (1) (2022)
Jintao Ke, Feng Xiao, Hai Yang, Jieping Ye
Learning to Delay in Ride-Sourcing Systems: A Multi-Agent Deep Reinforcement Learning Framework. IEEE Trans. Knowl. Data Eng. 34 (5) (2022)
Wei Liu, Fangni Zhang, Xiaolei Wang, Chaoyi Shao, Hai Yang
Unlock the Sharing Economy: The Case of the Parking Sector for Recurrent Commuting Trips. Transp. Sci. 56 (2) (2022)
Zheng Zhu, Meng Xu, Yining Di, Hai Yang
Fitting Spatial-Temporal Data via a Physics Regularized Multi-Output Grid Gaussian Process: Case Studies of a Bike-Sharing System. IEEE Trans. Intell. Transp. Syst. 23 (11) (2022)
Yaqian Zhou, Hai Yang, Jintao Ke, Hai Wang, Xinwei Li
Competitive ride-sourcing market with a third-party integrator. CoRR (2020)
Jintao Ke, Siyuan Feng, Zheng Zhu, Hai Yang, Jieping Ye
Joint predictions of multi-modal ride-hailing demands: a deep multi-task multigraph learning-based approach. CoRR (2020)
Jintao Ke, Xiaoran Qin, Hai Yang, Zhengfei Zheng, Zheng Zhu, Jieping Ye
Predicting origin-destination ride-sourcing demand with a spatio-temporal encoder-decoder residual multi-graph convolutional network. CoRR (2019)
Jintao Ke, Hai Yang, Hongyu Zheng, Xiqun Chen, Yitian Jia, Pinghua Gong, Jieping Ye
Hexagon-Based Convolutional Neural Network for Supply-Demand Forecasting of Ride-Sourcing Services. IEEE Trans. Intell. Transp. Syst. 20 (11) (2019)
Feng Xiao, Minyu Shen, Zhengtian Xu, Ruijie Li, Hai Yang, Yafeng Yin
Day-to-Day Flow Dynamics for Stochastic User Equilibrium and a General Lyapunov Function. Transp. Sci. 53 (3) (2019)
Jintao Ke, Feng Xiao, Hai Yang, Jieping Ye
Optimizing Online Matching for Ride-Sourcing Services with Multi-Agent Deep Reinforcement Learning. CoRR (2019)
Ren-Yong Guo, Hai Yang, Hai-Jun Huang
Are We Really Solving the Dynamic Traffic Equilibrium Problem with a Departure Time Choice? Transp. Sci. 52 (3) (2018)
Jintao Ke, Shuaichao Zhang, Hai Yang, Xiqun Chen
PCA-Based Missing Information Imputation for Real-Time Crash Likelihood Prediction Under Imbalanced Data. CoRR (2018)
Jintao Ke, Hongyu Zheng, Hai Yang, Xiqun Chen
Short-Term Forecasting of Passenger Demand under On-Demand Ride Services: A Spatio-Temporal Deep Learning Approach. CoRR (2017)
Hongli Xu, Hai Yang, Jing Zhou, Yafeng Yin
A Route Choice Model with Context-Dependent Value of Time. Transp. Sci. 51 (2) (2017)
Ren-Yong Guo, Hai Yang, Hai-Jun Huang, Zhijia Tan
Day-to-Day Flow Dynamics and Congestion Control. Transp. Sci. 50 (3) (2016)
Qiong Tian, Hai Yang, Hai-Jun Huang
Pareto efficient strategies for regulating public transit operations. Public Transp. 3 (3) (2012)
Qiong Tian, Hai Yang, Hai-Jun Huang
Novel travel cost functions based on morning peak commuting equilibrium. Oper. Res. Lett. 38 (3) (2010)
Qiong Tian, Hai-Jun Huang, Hai Yang, Hui Mou
Equilibrium properties of the morning commuting in a many-to-one corridor network. ITSC (2010)
Xiaoning Zhang, Hai Yang, Hai-Jun Huang
Multiclass multicriteria mixed equilibrium on networks and uniform link tolls for system optimum. Eur. J. Oper. Res. 189 (1) (2008)