Yifan Zhang

PhD student, China University of Geosciences Wuhan

Joined

January 2023

Names

Yifan Zhang (Preferred)

Emails

****@cug.edu.cn (Confirmed)

Personal Links

Google Scholar

DBLP

Career & Education History

PhD student

China University of Geosciences Wuhan (cug.edu.cn)

2022 – 2026

MS student

China University of Geosciences Wuhan (cug.edu.cn)

2019 – 2022

Undergrad student

China University of Geosciences Wuhan (cug.edu.cn)

2015 – 2019

Advisors, Relations & Conflicts

PhD Advisor

Wenhao Yu

2015 – 2022

Expertise

Spatial data mining

2015 – 2023

Publications

MapReader: a framework for learning a visual language model for map analysis
Yifan Zhang, Wei Luo
- AI4X 2025 Oral
- Readers: Everyone
MST-GNN: Graph Neural Network with Multi-Granularity in Space and Time for Traffic Prediction
Xinru Zhao, Wenhao Yu, Lin Jianfeng, Yifan Zhang, Jinlu Zhang, Huang Binqiang
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
Sparse reconstruction with spatial structures to automatically determine neighbors
Wenhao Yu, Yifan Zhang, Zhanlong Chen, Tinghua Ai
- Published: 01 Jan 2022, Last Modified: 12 May 2023
- Int. J. Geogr. Inf. Sci. 2022
- Readers: Everyone
Comparison of DEM Super-Resolution Methods Based on Interpolation and Neural Networks
Yifan Zhang, Wenhao Yu
- Published: 01 Jan 2022, Last Modified: 12 May 2023
- Sensors 2022
- Readers: Everyone
An integrated method for DEM simplification with terrain structural features and smooth morphology preserved
Wenhao Yu, Yifan Zhang, Tinghua Ai, Zhanlong Chen
- Published: 01 Jan 2021, Last Modified: 12 May 2023
- Int. J. Geogr. Inf. Sci. 2021
- Readers: Everyone
Road network generalization considering traffic flow patterns
Wenhao Yu, Yifan Zhang, Tinghua Ai, Qingfeng Guan, Zhanlong Chen, Haixia Li
- Published: 01 Jan 2020, Last Modified: 12 May 2023
- Int. J. Geogr. Inf. Sci. 2020
- Readers: Everyone
Automated Generalization of Facility Points-of-Interest With Service Area Delimitation
Wenhao Yu, Yifan Zhang, Zhanlong Chen
- Published: 01 Jan 2019, Last Modified: 12 May 2023
- IEEE Access 2019
- Readers: Everyone

Yifan Zhang

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

MapReader: a framework for learning a visual language model for map analysis

MST-GNN: Graph Neural Network with Multi-Granularity in Space and Time for Traffic Prediction

Sparse reconstruction with spatial structures to automatically determine neighbors

Comparison of DEM Super-Resolution Methods Based on Interpolation and Neural Networks

An integrated method for DEM simplification with terrain structural features and smooth morphology preserved

Road network generalization considering traffic flow patterns

Automated Generalization of Facility Points-of-Interest With Service Area Delimitation

Co-Authors