第一作者论文

[3] Pengbo Li, Haowen Yan*, Xiaomin Lu (2024). MultiLineStringNet: a deep neural network for linear feature set recognition, Cartography and Geographic Information Science, 51:1, 114-129.

[2] Pengbo Li, Haowen Yan*, Xiaomin Lu (2023). A Siamese neural network for learning the similarity metrics of linear features. International Journal of Geographical Information Science, 37:3, 684-711.

[1] Pengbo Li, Paul G. Kry (2014). Multi-layer skin simulation with adaptive constraints. In Proceedings of the 7th International Conference on Motion in Games. Association for Computing Machinery, New York, NY, USA, 171–176.

参与论文 

[12]Rongjuan Ma, Haowen Yan*,Xiaomin Lu,Zhaoyang Hou,Xiaolong Wang,Pengbo Li,et al.(2025).A visual balance calculation method for wemaps combining fuzzy clustering and multi-factor driving. arth Science Informatics,18,490.

[11]刘兆乾, 闫浩文, 禄小敏, 李蓬勃, 马犇. 空间相似关系支持下的建筑物群组匹配及质量评价方法[J]. 地球信息科学学报, 2025, 27(9): 2177-2190

[10] Tianshu Chu, Haowen Yan*, Pengbo Li, et al. (2025). Automated selection of urban road network by fusion of PageRank algorithm and attribute importance metrics, Cartography and Geographic Information Science,1–21 (Online).

[9] Yuzhu Wang, Haowen Yan*, Pengbo Li, et al. (2024). A multiscale road matching method based on hierarchical road meshes. Earth Science Informatics, 17, 1765–1778.

[8] Tianshu Chu, Haowen Yan*, Pengbo Li, et al. (2024). A similarity calculation model of road network and its application in map generalization quality evaluation, Spatial Cognition & Computation,24:1, 6-31.

[7] 闫浩文*, 张鑫港, 禄小敏, 李蓬勃 (2024). DP算法自动实现方法：以河流化简为例. 武汉大学学报(信息科学版), 49(2): 264-270.

[6] Haowen Yan*, Weifang Yang, Xiaomin Lu, Pengbo Li (2023). Quantitative expressions of spatial similarity between road networks in multiscale map spaces, International Journal of Cartography, 9:3, 554-570

[5] Wenning Wang, Haowen Yan*, Xiaomin Lu, Yi He, Tao Liu, Wende Li, Pengbo Li, Fang Xu (2023). Drainage pattern recognition method considering local basin shape based on graph neural network. International Journal of Digital Earth, 16(1), 593-619.

[4] Qingbo Yan, Haowen Yan*, Liming Zhang, Xiaolong Wang, Pengbo Li, Xiaojing Yan (2023). DNA dynamic coding-based encryption algorithm for vector map considering global objects. Earth Science Informatics, 16, 2939–2954.

[3] Xiaolong Wang, Haowen Yan*, Liming Zhang, Xingang Zhang, Pengbo Li (2023). An encryption algorithm for vector maps based on the Gaussian random and Haar transform, Journal of Spatial Science, 68:2, 303-318.

[2] Xiaorong Gao, Haowen Yan*, Xiaomin Lu, Pengbo Li (2022). Automated residential area generalization: combination of knowledge-based framework and similarity measurement. ISPRS International Journal of Geo-Information 11, 1:56.

[1] 何山, 闫浩文*, 李蓬勃 (2022). 基于离散傅里叶变换的线要素节点压缩方法. 地球信息科学学报, 24(12): 2309-2321.

会议摘要和报告

[8] Pengbo Li, Haowen Yan, Xiaomin Lu, Weifang Yang. Enhancing Case-Based Reasoning with Deep Metric Learning for Line Group Classification, Session: GeoAI and Deep Learning Symposium: GeoAI for Cartography, March 25, Detroit, USA. (Online Oral Presentation)

[7] Pengbo Li, Haowen Yan, Xiaomin Lu, Weifang Yang. Measuring spatial similarity in map spaces: perception, cognition, and computation, AsiaCarto 2024, December 8-9, Hong Kong. （Oral)

[6] 李蓬勃. 空间相似关系驱动的地图线要素智能化综合，2024高校GIS论坛-新秀专场，2024年11月3日，湖北，武汉。(口头报告)

[5] 李蓬勃. 深度度量学习支持下的矢量线要素空间模式识别，中国地理学会地图学与地理信息系统专业委员会2024年学术年会，人工智能与地图制图分会场，2024年6月23日，湖北，武汉。(口头报告)

[4] Pengbo Li, Haowen Yan, Weifang Yang, Xiaomin Lu. Automated generalization under the constraints of similarity, visual clarity, and semantics, 2024 AAG Annual Meeting, April 16-20, Hawaii, USA. (Oral Presentation)

[3] Haowen Yan, Weifang Yang, Xiaomin Lu, Pengbo Li. Quantitative expressions of spatial similarity between road networks in multiscale map spaces, ICC 2023, August 13-17, Cape Town, South Africa. (Oral Presentation)

[2] Pengbo Li, Haowen Yan. Interpreting deep representations of urban map features via an encoder-decoder architecture, International Symposium on Location-Based Big Data and GeoAI 2023, August 12, Cape Town, South Africa. (Oral Presentation)

[1] Pengbo Li, Paul Kry. Multi-layer skin simulation with adaptive constraints, Session: Optimization and Physics, ACM SIGGRAPH Conference on Motion in Games, November 6-8, 2014, Playa Vista, California, USA. (Oral Presentation)