Yongchao Ye

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 18

Top Topics

Convolutional Network

Diffusion Models

Data Imputation

Top Venues

IEEE Trans. Intell. Transp. Syst.

Publications

Yuanshao Zhu, James Jian Qiao Yu, Xiangyu Zhao, Qidong Liu, Yongchao Ye, Wei Chen, Zijian Zhang, Xuetao Wei, Yuxuan Liang
ControlTraj: Controllable Trajectory Generation with Topology-Constrained Diffusion Model. KDD (2024)
Mengnan Liu, Shuiliang Fang, Yangying Shu, Yongchao Ye, Jianfeng Xie, Huiyue Dong
Dynamic production capacity assessment of aircraft overhaul shop based on digital twin. Comput. Ind. Eng. 194 (2024)
Yuanshao Zhu, James Jian Qiao Yu, Xiangyu Zhao, Qidong Liu, Yongchao Ye, Wei Chen, Zijian Zhang, Xuetao Wei, Yuxuan Liang
ControlTraj: Controllable Trajectory Generation with Topology-Constrained Diffusion Model. CoRR (2024)
Ying Wu, Yongchao Ye, Adnan Zeb, James Jian Qiao Yu, Zheng Wang
Adaptive Modeling of Uncertainties for Traffic Forecasting. IEEE Trans. Intell. Transp. Syst. 25 (5) (2024)
Ao Wang, Yongchao Ye, Xiaozhuang Song, Shiyao Zhang, James J. Q. Yu
Traffic Prediction With Missing Data: A Multi-Task Learning Approach. IEEE Trans. Intell. Transp. Syst. 24 (4) (2023)
Yuanshao Zhu, Yongchao Ye, Xiangyu Zhao, James J. Q. Yu
Enhancing Traffic Prediction with Learnable Filter Module. CoRR (2023)
Yuanshao Zhu, Yongchao Ye, Xiangyu Zhao, James J. Q. Yu
Diffusion Model for GPS Trajectory Generation. CoRR (2023)
Zhipeng Zheng, Yongchao Ye, Yuanshao Zhu, Shiyao Zhang, James J. Q. Yu
Data-Driven Methods for Travel Time Estimation: A Survey. ITSC (2023)
Yuanshao Zhu, Yongchao Ye, Shiyao Zhang, Xiangyu Zhao, James Yu
DiffTraj: Generating GPS Trajectory with Diffusion Probabilistic Model. NeurIPS (2023)
Ying Wu, Yongchao Ye, Adnan Zeb, James J. Q. Yu, Zheng Wang
Adaptive Modeling of Uncertainties for Traffic Forecasting. CoRR (2023)
Yuanshao Zhu, Yongchao Ye, Ying Wu, Xiangyu Zhao, James Jian Qiao Yu
SynMob: Creating High-Fidelity Synthetic GPS Trajectory Dataset for Urban Mobility Analysis. NeurIPS (2023)
Adnan Zeb, Yongchao Ye, Shiyao Zhang, James J. Q. Yu
Meta Attentive Graph Convolutional Recurrent Network for Traffic Forecasting. CoRR (2023)
Yongchao Ye, Yuanshao Zhu, Christos Markos, James J. Q. Yu
CatETA: A Categorical Approximate Approach for Estimating Time of Arrival. IEEE Trans. Intell. Transp. Syst. 23 (12) (2022)
Yuanshao Zhu, Yongchao Ye, Yi Liu, James J. Q. Yu
Cross-Area Travel Time Uncertainty Estimation From Trajectory Data: A Federated Learning Approach. IEEE Trans. Intell. Transp. Syst. 23 (12) (2022)
Yongchao Ye, Shuyu Zhang, James J. Q. Yu
Traffic Data Imputation with Ensemble Convolutional Autoencoder. ITSC (2021)
Yongchao Ye, Shiyao Zhang, James J. Q. Yu
Spatial-Temporal Traffic Data Imputation via Graph Attention Convolutional Network. ICANN (1) (2021)
Xiaozhuang Song, Yongchao Ye, James J. Q. Yu
TINet: Multi-dimensional Traffic Data Imputation via Transformer Network. ICANN (1) (2021)
Yongchao Ye, Lingjie Lao, Diqun Yan, Rangding Wang
Identification of Weakly Pitch-Shifted Voice Based on Convolutional Neural Network. Int. J. Digit. Multim. Broadcast. 2020 (2020)