Han WANG

hanwgeek AT gmail.com

About me

Hi! I'm a third-year Ph.D. candidate in the FUSELab at the University of Hong Kong, advised by Prof. Bin Chen. I earned my M.Sc. from Peking University in 2023, advised by Prof. Zhou Huang and Prof. Yu Liu, and my B.Eng. from Wuhan University in 2020, advised by Prof. Zhipeng Gui. I also served as the Student Director of the AAG GISS-SG from 2023 to 2024 and was a software developer intern at Esri in 2020. Feel free to contact me!

Selected Publications

Full paper list
*Corresponding author, #Equal contribution

Renewable energy & sustainability

High-resolution 3D solar potential assessment reveals significant shading-driven overestimation in dense urban areas
H Wang, B Chen*, P Gong
Landscape and Urban Planning
China's railway photovoltaic potential for sustainable urban-rural energy transition
H Wang, B Chen*, J An, C Lin, P Gong
Environmental Research Letters

Geospatial data modeling

GWRBoost: A geographically weighted gradient boosting method for explainable quantification of spatially-varying relationships
H Wang, Z Huang*, G Yin, Y Bao, X Zhou, Y Gao
arXiv preprint
DouFu: A Double Fusion Joint Learning Method for Driving Trajectory Representation
H Wang, Z Huang*, X Zhou, G Yin, Y Bao, Y Zhang
Knowledge-Based Systems
RegionGCN: Spatial-Heterogeneity-Aware Graph Convolutional Networks
H Guo, H Wang, D Zhu, L Wu, S Fotheringham, Y Liu
Annals of the American Association of Geographers
Big geodata revealed spatial patterns of built environment stocks across and within cities in China
#Z Huang*, #Y Bao, #R Mao, H Wang, G Yin, L Wan, H Qi, Q Li, H Tang, Q Liu, L Li, B Yu, Q Guo, Y Liu, H Guo, G Liu*
Engineering
Identifying spatiotemporal characteristics and driving factors for road traffic CO2 emissions
X Zhou, H Wang, Z Huang*, Y Bao, G Zhou, Y Liu
Science of The Total Environment

Land use & Land cover

Enhanced mapping of essential urban land use categories in China (EULUC-China 2.0): integrating multimodal deep learning with multisource geospatial data
Z Li, B Chen*, Y Huang, H Wang, Y Wang, Y Yuan, X Li, JM Chen, B Xu, P Gong
Science Bulletin
Large-scale High-resolution Essential Urban Land Cover Category Mapping Using a Semantic-Augmented and Noise-Tolerant Approach
Z Li, H Wang, Y Wang, G Chen, JM Chen, B Chen*
IEEE Transactions on Geoscience and Remote Sensing

Presentations

GWRBoost: A geographically weighted gradient boosting model for explainable quantification of spatially-varying relationships
[Slides] [Slides-CN] [Bilibili] [Youtube]
in 2023 AAG Annual Meeting
GiST Build with Pre-sorting Methods
[Slides] [Bilibili] [Youtube]
in FOSS4G 2021

Selected Awards

Beijing Municipal Outstanding Graduate
Beijing Municipality
Outstanding Graduate
Peking University
Best Paper Award
18th China Annual Conference on Theory and Methods for GIS
First Place, Student Honors Paper Competition
AAG Geographic Information Science and Systems Specialty Group
Outstanding Graduate
Wuhan University