Zesheng Cheng

According to our database, Zesheng Cheng authored at least 11 papers between 2020 and 2025.

Collaborative distances:

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

2025

STA-Hyper: Hypergraph-Based Spatio-Temporal Attention Network for Next Point-of-Interest Recommendation.

Huarui Yu, Zesheng Cheng

Proceedings of the Wireless Artificial Intelligent Computing Systems and Applications, 2025

2024

TreeCN: Time Series Prediction With the Tree Convolutional Network for Traffic Prediction.

Zhiqiang Lv, Zesheng Cheng, Jianbo Li, Zhihao Xu, Zheng Yang

IEEE Trans. Intell. Transp. Syst., May, 2024

ST-TDCN: A two-channel tree-structure spatial-temporal convolutional network model for traffic velocity prediction.

Zhiqiang Lv, Xiaotong Wang, Zesheng Cheng, Sisi Jian, Jianbo Li

Expert Syst. Appl., 2024

REHG: A Recommender Engine Based on Heterogeneous Graph.

Xiaoyang Xin, Zesheng Cheng, Tiankuan Wang, Mengqiu Yan, Ruixuan Zhao, Chong Peng, Jianbo Li

Proceedings of the Wireless Artificial Intelligent Computing Systems and Applications, 2024

UG-STNN: A Spatial-Temporal Neural Network Based on Unsupervised Graph Representation Module for Traffic Flow Prediction.

Enwei Zhang, Zesheng Cheng, Tiankuan Wang, Dongwei Liu

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2024

2023

A new approach to COVID-19 data mining: A deep spatial-temporal prediction model based on tree structure for traffic revitalization index.

Zhiqiang Lv, Xiaotong Wang, Zesheng Cheng, Jianbo Li, Haoran Li, Zhihao Xu

Data Knowl. Eng., July, 2023

Research on Traffic Congestion Forecast Based on Deep Learning.

Yangyang Qi, Zesheng Cheng

Inf., February, 2023

2022

A Spatial-Temporal Convolutional Model with Improved Graph Representation.

Yang Lv, Zesheng Cheng, Zhiqiang Lv, Jianbo Li

Proceedings of the Wireless Algorithms, Systems, and Applications, 2022

Lane Occupancy Prediction: A Deep Model Based on Dilated Convolution and Graph Convolution Fusion.

Xiaotong Wang, Xiufang Sun, Zesheng Cheng

Proceedings of the 5th International Conference on Big Data Technologies, 2022

2021

Novel modeling methodologies that utilize emerging data sources for transport network planning.

Zesheng Cheng

PhD thesis, 2021

2020

Integrating Household Travel Survey and Social Media Data to Improve the Quality of OD Matrix: A Comparative Case Study.

Zesheng Cheng, Sisi Jian, Taha Hossein Rashidi, Mojtaba Maghrebi, Steven Travis Waller

IEEE Trans. Intell. Transp. Syst., 2020