Abstracts of the ICA
Abstracts of the ICA
ICA-Abs
Articles | Volume 10
Articles | Volume 10
https://doi.org/10.5194/ica-abs-10-308-2025
© Author(s) 2025. This work is distributed under
the Creative Commons Attribution 4.0 License.
https://doi.org/10.5194/ica-abs-10-308-2025
© Author(s) 2025. This work is distributed under
the Creative Commons Attribution 4.0 License.
Articles | Volume 10
16 Dec 2025
 | 16 Dec 2025

Understanding Crowdsourced Map Layout Designs via Interpretable GNN-based Layout Representation Learning

Jian Yang, Fenli Jia, Cheng Chen, Chenyu Zuo, Linfang Ding, and Guangxia Wang

Keywords: crowdsourced map, layout design, layout embedding, MapLayNet, graph augmentation, ubiMap

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How to cite. Yang, J., Jia, F., Chen, C., Zuo, C., Ding, L., and Wang, G.: Understanding Crowdsourced Map Layout Designs via Interpretable GNN-based Layout Representation Learning, Abstr. Int. Cartogr. Assoc., 10, 308, https://doi.org/10.5194/ica-abs-10-308-2025, 2025.
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