Tianpu Zhang

According to our database, Tianpu Zhang authored at least 10 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Multi-Graph Spatio-Temporal Convolution for Traffic Flow Prediction Focusing on Edge Derived Imbalanced Data From Highway Electronics.

Weilong Ding, Tianpu Zhang, Honghao Gao, Qi Yu, Jianwu Wang, Zhuofeng Zhao

IEEE Trans. Consumer Electron., May, 2025

2024

Rethinking Attention Mechanism for Spatio-Temporal Modeling: A Decoupling Perspective in Traffic Flow Prediction.

Qi Yu, Weilong Ding, Hao Zhang, Yang Yang, Tianpu Zhang

Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

2023

STCGCN: a spatio-temporal complete graph convolutional network for remaining useful life prediction of power transformer.

Mengda Xing, Weilong Ding, Tianpu Zhang, Han Li

Int. J. Web Inf. Syst., 2023

STDA-Meta: A Meta-Learning Framework for Few-Shot Traffic Prediction.

Maoxiang Sun, Weilong Ding, Tianpu Zhang, Zijian Liu, Mengda Xing

CoRR, 2023

Attention-based Dynamic Graph Convolutional Recurrent Neural Network for Traffic Flow Prediction in Highway Transportation.

Tianpu Zhang, Weilong Ding, Mengda Xing

CoRR, 2023

Phased Deep Spatio-temporal Learning for Highway Traffic Volume Prediction.

Weilong Ding, Tianpu Zhang, Zhe Wang

CoRR, 2023

Multi-graph Spatio-temporal Graph Convolutional Network for Traffic Flow Prediction.

Weilong Ding, Tianpu Zhang, Jianwu Wang, Zhuofeng Zhao

CoRR, 2023

STDA-Meta: A Meta-Learning Framework for Few-Shot Traffic Prediction.

Maoxiang Sun, Weilong Ding, Tianpu Zhang, Zijian Liu, Mengda Xing, Jihai Huang

Proceedings of the 29th IEEE International Conference on Parallel and Distributed Systems, 2023

2021

A Graph Convolutional Method for Traffic Flow Prediction in Highway Network.

Tianpu Zhang, Weilong Ding, Tao Chen, Zhe Wang, Jun Chen

Wirel. Commun. Mob. Comput., 2021

Geographic and Temporal Deep Learning Method for Traffic Flow Prediction in Highway Network.

Tianpu Zhang, Weilong Ding, Mengda Xing, Jun Chen, Yongkang Du, Ying Liang

Proceedings of the Collaborative Computing: Networking, Applications and Worksharing, 2021