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Pengyuan Liu

rp91047

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Profile

Full Name
Pengyuan Liu
(not current staff)
Main Affiliation
 
Faculty
 
Email
pyliu93@nus.edu.sg
 

Publications

Results 1-3 of 3 (Search time: 0.005 seconds).

Issue DateTitleAuthor(s)
1Aug-2022A review of spatially-explicit GeoAI applications in Urban GeographyLiu, Pengyuan ; Biljecki, Filip 
2Apr-2023Knowledge and topology: A two layer spatially dependent graph neural networks to identify urban functions with time-series street view imageZhang, Yan; Liu, Pengyuan ; Biljecki, Filip 
3Jul-2024Predicting building characteristics at urban scale using graph neural networks and street-level contextLei, Binyu ; Liu, Pengyuan ; Milojevic-Dupont, Nikola; Biljecki, Filip