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Xiayin Lou (楼夏寅)

To automate the world.

Papers

  1. Xiayin Lou, Peng Luo, Liqiu Meng. Uncertainty-aware geospatial visual analytics. Abstracts of the ICA. 2025 Dec 12;10:182. [link]

  2. Xiayin Lou, Peng Luo. Towards the Uncertainty-aware Geospatial Artificial Intelligence. InProceedings of the 8th ACM SIGSPATIAL International Workshop on AI for Geographic Knowledge Discovery 2025 Nov 3 (pp. 76-80). [link]

  3. Peng Luo, Xiayin Lou, Yu Zheng, Zhuo Zheng, Stefano Ermon. GeoEvolve: Automating Geospatial Model Discovery via Multi-Agent Large Language Models. arXiv preprint arXiv:2509.21593. 2025 Sep 25. [link]

  4. Xiayin Lou, Peng Luo, Ziqi Li, Song Gao, Liqiu Meng. GeoXCP: uncertainty quantification of spatial explanations in explainable AI. International Journal of Geographical Information Science. 2025 Nov 25:1-31. [link]

  5. Xiayin Lou, Peng Luo, Liqiu Meng. Geoconformal prediction: a model-agnostic framework for measuring the uncertainty of spatial prediction. Annals of the American Association of Geographers. 2025 Sep 14;115(8):1971-98. [link]

  6. Yang, Shihao, Min Sun, Xiayin Lou, Hanjun Yang, and Dong Liu. (2024). Nighttime Thermal Infrared Image Translation Integrating Visible Images. Remote Sensing, 16(4), 666. doi: https://doi.org/10.3390/rs16040666 [link]

  7. Shihao Yang, Min Sun, Xiayin Lou, et. al. (2023). An Unpaired Thermal Infrared Image Translation Method Using GMA-CycleGAN. Remote Sensing, 15(3), 663. [link]

  8. Xiayin Lou, Min Sun, Hanjun Yang, Shihao Yang, et. al. (2023). FINNCH: Cooperative Pursuit Navigation for a Pursuer Team to Capture a Single Evader in Urban Environments. International Journal of Geo-Information, 12(12), 475. [link]

  9. Xiayin Lou, Min Sun, Xiang Huang, et. al. (2022). Public Security Emergency-oriented Multi-intelligent Terminal Cooperative Auxiliary System. Beijing Surveying and Mapping (01),7- 12. doi:10.19580/j.cnki.1007-3000.2022.01.002. [link]

  10. Xiao Jiang, Lubing Bai, Xiayin Lou, et. al. (2022). Usage Patterns Identification and Flow Prediction of Bike-sharing System Based on Multiscale Spatiotemporal Clustering. Journal of Geo-information Science (06),1047-1060. doi:10.12082/dqxxkx.2022.210691 [link]

  11. Xiayin Lou, Min Sun, Shihao Yang. (2022). A fine-grained navigation network construction method for urban environments. International Journal of Applied Earth Observation and Geoinformation, 113, 102994. doi:10.1016/j.jag.2022.102994 [link]