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Pengyuan Liu
Pengyuan Liu
Singapore-ETH Centre
Verified email at sec.ethz.ch
Title
Cited by
Cited by
Year
A review of spatially-explicit GeoAI applications in Urban Geography
P Liu, F Biljecki
International Journal of Applied Earth Observation and Geoinformation 112 …, 2022
632022
Iterative reweighted tikhonov-regularized multihypothesis prediction scheme for distributed compressive video sensing
C Chen, C Zhou, P Liu, D Zhang
IEEE Transactions on Circuits and Systems for Video Technology 30 (1), 1-10, 2018
222018
A graph-based semi-supervised approach to classification learning in digital geographies
P Liu, S De Sabbata
Computers, Environment and Urban Systems 86, 101583, 2021
192021
Knowledge and topology: A two layer spatially dependent graph neural networks to identify urban functions with time-series street view image
Y Zhang, P Liu, F Biljecki
ISPRS Journal of Photogrammetry and Remote Sensing 198, 153-168, 2023
132023
Towards Human-centric Digital Twins: Leveraging Computer Vision and Graph Models to Predict Outdoor Comfort
P Liu, T Zhao, J Luo, B Lei, M Frei, C Miller, F Biljecki
Sustainable Cities and Society 93, 104480, 2023
122023
Coupling a Physical Replica with a Digital Twin: A Comparison of Participatory Decision-Making Methods in an Urban Park Environment
J Luo, P Liu, L Cao
ISPRS International Journal of Geo-Information 11 (8), 452, 2022
92022
Extracting locations from sport and exercise-related social media messages using a neural network-based bilingual toponym recognition model
P Liu, SM Koivisto, T Hiippala, CJC Van der Lijn, TLA Väisänen, ...
Journal of Spatial Information Science 24, 31-61, 2022
72022
Deep learning geodemographics with autoencoders and geographic convolution
S De Sabbata, P Liu
Proceedings of the 22nd AGILE conference on Geographic Information Science …, 2019
72019
Shallow-guided transformer for semantic segmentation of hyperspectral remote sensing imagery
Y Chen, P Liu, J Zhao, K Huang, Q Yan
Remote Sensing 15 (13), 3366, 2023
62023
Explainable spatially explicit geospatial artificial intelligence in urban analytics
P Liu, Y Zhang, F Biljecki
Environment and Planning B: Urban Analytics and City Science, 23998083231204689, 2023
42023
Estimating locations of social media content through a graph-based link prediction
P Liu, S De Sabbata
Proceedings of the 13th Workshop on Geographic Information Retrieval, 1-4, 2019
32019
A graph neural network framework for spatial geodemographic classification
S De Sabbata, P Liu
International Journal of Geographical Information Science 37 (12), 2464-2486, 2023
22023
Learning Digital Geographies through a Graph-Based Semi-supervised Approach
P Liu, SD Sabbata
GeoComputation 2019, 2019
12019
Mapping the landscape and roadmap of geospatial artificial intelligence (GeoAI) in quantitative human geography: An extensive systematic review
S Wang, X Huang, P Liu, M Zhang, F Biljecki, T Hu, X Fu, L Liu, X Liu, ...
International Journal of Applied Earth Observation and Geoinformation 128 …, 2024
2024
Proceedings of OSM Science 2023
M Marco, H Li, Y Grinberger, P Liu, G Yeboah, L Juhász, S Coetzee, ...
2023
Learning urban form through unsupervised graph-convolutional neural networks
S De Sabbata, A Ballatore, P Liu, Tate, N J.
The 2nd International Workshop on Geospatial Knowledge Graphs and GeoAI …, 2023
2023
Adaptive Reconstruction for Block-based Image Compressed Sensing via A Texture-gated Network
C Chen, P Liu, Y Zhou, C Zhou, D Zhang
2023 42nd Chinese Control Conference (CCC), 7542-7546, 2023
2023
Proceedings of the Academic Track at State of the Map 2022
M Minghini, P Liu, H Li, AY Grinberger, L Juhász
2022
Learning Digital Geographies through Geographical Artificial Intelligence
P Liu
School of Geography, Geology and Environment, University of Leicester, 2022
2022
Spatial Autocorrelation Analysis with Graph Convolutional Neural Network
P Liu, S De Sabbata
29th Annual GIS Research UK Conference (GISRUK), 2021
2021
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