About me
Hi, I'm a PhD student at the University of Hong Kong. Previously I got my M.Sc. degree from Peking University in 2023 and my B.Eng. degree from Wuhan University in 2020. I was also a software developer intern at ESRI in 2020. Feel free to contact me!
Appointment
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Student director, AAG GISS-SG2023.09 -- present
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Teaching assistant, The University of Hong Kong2023.09 -- present
- ARCH3097/ARCH7176 Landscape Representation 2: Systems and Simualtions/Landscape Media, 2023 Fall
- SEED6102 Innovation and Smart Technology for Sustainable Development, 2024 Spring
- RECO7105 Real Estate Capital Markets, 2024 Spring
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Graduate research assistant, Peking University2020.09 -- 2023.06
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Software developer intern, ESRI Beijing R&D center2020.06 -- 2020.08
Education
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The University of Hong Kong2023.09 -- present
PhD student
Supervisor: Prof. Bin Chen -
Peking University2020.09 -- 2023.06
Master of Science
GPA 3.76 / 4.00 Rank 1 / 17
Supervisor: Prof. Zhou Huang & Prof. Yu Liu - Wuhan University2016.09 -- 2020.06
Bachelor of Engineering
GPA 3.87 / 4.00 Rank 3 / 262
Supervisor: Prof. Zhipeng Gui
Publications
*Corresponding author, #Equal contribution2023
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Spatiotemporal analysis of CO2 emissions and emission reduction potential of Beijing buses using smart card data
J Zheng, Z Huang*, X Zhou, B Scheuer, H Wang
Sustainable Cities and Society 10.1016/j.scs.2023.104976 -
Exploring spatial patterns and environmental risk factors for global maritime accidents: A 20-year analysis
X Zhou*, X Ruan, H Wang, G Zhou
Ocean Engineering 10.1016/j.oceaneng.2023.115628 -
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 10.1016/j.eng.2023.05.015 -
Quantifying spatially-varying impacts of public transport on NO2 concentrations with big geo-data
H Wang,X Zhou, H Guo, Q Dong, Z Huang*
Environmental Monitoring and Assessment 10.1007/s10661-023-11289-4 -
High-resolution estimation of building energy consumption at the city level
X Zhou, Z Huang*, B Scheuer, H Wang, G Zhou, Y Liu
Energy 10.1016/j.energy.2023.127476 -
Optimizing segmented trajectory data storage with HBase for improved spatio-temporal query efficiency
Y Bao, Z Huang*, X Gong, Y Zhang, G Yin, H Wang
International Journal of Digital Earth 10.1080/17538947.2023.2192979 -
ConvGCN-RF: A hybrid learning model for commuting flow prediction considering geographical semantics and neighborhood effects
G Yin, Z Huang*, Y Bao, H Wang, L Li, X Ma, Y Zhang
GeoInformatica 10.1007/s10707-022-00467-0 -
High-resolution quantification of building stock using multiāsource remote sensing imagery and deep learning
Y Bao, Z Huang*, H Wang, G Yin, X Zhou, Y Gao
Journal of Industrial Ecology 10.1111/jiec.13356 -
Evaluating the human use efficiency of urban built environment and their coordinated development in a spatially refined manner
Y Bao, Z Huang*, L Li, H Wang, J Lin, G Liu
Resources, Conservation and Recycling 10.1016/j.resconrec.2022.106723
2022
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iTourSPOT: a context-aware framework for next POI recommendation in location-based social networks
L Wan, H Wang, Y Hong, R Li, W Chen, Z Huang*
International Journal of Digital Earth 10.1080/17538947.2022.2122611 -
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 10.1016/j.knosys.2022.110035 -
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 10.48550/arXiv.2212.05814 -
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 10.1016/j.scitotenv.2022.155270 -
Site selection for hybrid offshore wind and wave power plants using a four-stage framework: A case study in Hainan, China
X Zhou, Z Huang*, H Wang, G Yin, Y Bao, Q Dong, Y Liu
Ocean & Coastal Management 10.1016/j.ocecoaman.2022.106035
Presentations
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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
- Excellent Graduate of Beijing
2023
- Excellent Graduate of Peking University
2023
- Best paper award, Paper Competition of 18th China Annual Conference on Theory and Methods for GIS
2023
- First place, AAG GISS-SG Student Honors Paper Competition
2023
- The Second Prize of Peking University Scholarship
2022
- Award for Academic Excellents
2021
- Scholarship of Excellent Student
2021
- First Honor Graduate Student, Wuhan University
2020
- Liu Daoyu Scholarship for Creative Learning
2019
- Kwang-Hua Scholarship
2018
- First place, The 4th "NavInfo Cup" Mapping Skills & Innovation Competition
2018
- Meritorious Winner, COMAP's Mathematical Contest in Modeling
2018