Hyperspectral and LiDAR Fusion Using Deep Three-Stream Convolutional Neural Networks. - Hao Li 019; Pedram Ghamisi; Uwe Soergel; Xiao Xiang Zhu 001 (Remote. Sens., 2018)

So2Sat LCZ42: A Benchmark Dataset for Global Local Climate Zones Classification. - Xiao Xiang Zhu 001; Jingliang Hu; Chunping Qiu; Yilei Shi; Jian Kang 005; Lichao Mou; Hossein Bagheri; Matthias Häberle; Yuansheng Hua; Rong Huang; Lloyd H. Hughes; Hao Li 019; et al. (CoRR, 2019)

Mapping Human Settlements with Higher Accuracy and Less Volunteer Efforts by Combining Crowdsourcing and Deep Learning. - Benjamin Herfort; Hao Li 019; Sascha Fendrich; Sven Lautenbach; Alexander Zipf (Remote. Sens., 2019)

Remote Sensing and Deep Learning for Sustainable Mining. - Pedram Ghamisi; Hao Li 019; Robert Jackisch; Behnood Rasti; Richard Gloaguen (IGARSS, 2020)

A Multi-Sensor Fusion Framework Based on Coupled Residual Convolutional Neural Networks. - Hao Li 019; Pedram Ghamisi; Behnood Rasti; Zhaoyan Wu; Aurélie Shapiro; Michael Schultz; Alexander Zipf (Remote. Sens., 2020)

Detecting OpenStreetMap missing buildings by transferring pre-trained deep neural networks. - Jan Pisl; Hao Li 019; Sven Lautenbach; Benjamin Herfort; Alexander Zipf (AGILE Conf., 2021)

Automatic mapping of national surface water with OpenStreetMap and Sentinel-2 MSI data using deep learning. - Hao Li 019; Johannes Zech; Christina Ludwig; Sascha Fendrich; Aurélie Shapiro; Michael Schultz; Alexander Zipf (Int. J. Appl. Earth Obs. Geoinformation, 2021)

Tagging the main entrances of public buildings based on OpenStreetMap and binary imbalanced learning. - Xuke Hu; Alexey Noskov; Hongchao Fan; Tessio Novack; Hao Li 019; Fuqiang Gu; Jianga Shang; Alexander Zipf (Int. J. Geogr. Inf. Sci., 2021)

Automatic mapping of national surface water with OpenStreetMap and Sentinel-2 MSI data using deep learning [Research Data]. - Hao Li 019; Johannes Zech; Christina Ludwig; Sascha Fendrich; Aurélie Shapiro; Michael Schultz; Alexander Zipf (heiDATA, 2021)

AtlasHDF: an efficient big data framework for GeoAI. - Martin Werner 001; Hao Li 019 (BigSpatial@SIGSPATIAL, 2022)

Leveraging OpenStreetMap and Multimodal Remote Sensing Data with Joint Deep Learning for Wastewater Treatment Plants Detection. - Hao Li 019; Johannes Zech; Danfeng Hong; Pedram Ghamisi; Michael Schultz; Alexander Zipf (Int. J. Appl. Earth Obs. Geoinformation, 2022)

Improving OpenStreetMap missing building detection using few-shot transfer learning in sub-Saharan Africa. - Hao Li 019; Benjamin Herfort; Sven Lautenbach; Jiaoyan Chen 001; Alexander Zipf (Trans. GIS, 2022)

Understanding spatiotemporal trip purposes of urban micro-mobility from the lens of dockless e-scooter sharing. - Hao Li 019; Zhendong Yuan; Tessio Novack; Wei Huang 014; Alexander Zipf (Comput. Environ. Urban Syst., 2022)

Automatic mapping of national surface water with OpenStreetMap and Sentinel-2 MSI data using deep learning [Research Data]. - Hao Li 019; Johannes Zech; Christina Ludwig; Sascha Fendrich; Aurélie Shapiro; Michael Schultz; Alexander Zipf (heiDATA, 2022)

Bavaria Buildings - A Novel Dataset for Building Footprint Extraction, Instance Segmentation, and Data Quality Estimation. - Martin Werner 001; Hao Li 019; Johann Maximilian Zollner; Balthasar Teuscher; Fabian Deuser (SIGSPATIAL/GIS, 2023)

Rethink Geographical Generalizability with Unsupervised Self-Attention Model Ensemble: A Case Study of OpenStreetMap Missing Building Detection in Africa. - Hao Li 019; Jiapan Wang; Johann Maximilian Zollner; Gengchen Mai; Ni Lao; Martin Werner 001 (SIGSPATIAL/GIS, 2023)

Exploring GeoAI Methods for Supraglacial Lake Mapping on Greenland Ice Sheet. - Xuanshu Luo; Paul M. Walther; Wejdene Mansour; Balthasar Teuscher; Johann Maximilian Zollner; Hao Li 019; Martin Werner 001 (SIGSPATIAL/GIS, 2023)

Semi-Supervised Learning from Street-View Images and OpenStreetMap for Automatic Building Height Estimation. - Hao Li 019; Zhendong Yuan; Gabriel Dax; Gefei Kong; Hongchao Fan; Alexander Zipf; Martin Werner 001 (GIScience, 2023)

Cross-City Matters: A Multimodal Remote Sensing Benchmark Dataset for Cross-City Semantic Segmentation using High-Resolution Domain Adaptation Networks. - Danfeng Hong; Bing Zhang 001; Hao Li 019; Yuxuan Li; Jing Yao 002; Chenyu Li 002; Martin Werner 001; Jocelyn Chanussot; Alexander Zipf; Xiao Xiang Zhu 001 (CoRR, 2023)

SpectralGPT: Spectral Foundation Model. - Danfeng Hong; Bing Zhang 001; Xuyang Li; Yuxuan Li; Chenyu Li 002; Jing Yao 002; Naoto Yokoya; Hao Li 019; Pedram Ghamisi; Xiuping Jia; Antonio Plaza; Paolo Gamba; et al. (CoRR, 2023)

Compression Supports Spatial Deep Learning. - Gabriel Dax; Srilakshmi Nagarajan; Hao Li 019; Martin Werner 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023)

Semi-supervised water tank detection to support vector control of emerging infectious diseases transmitted by Aedes Aegpyti [Research Data]. - Steffen Knoblauch; Hao Li 019; Sven Lautenbach; Yara Elshiaty; Antônio A. de A. Rocha; Bernd Resch; Dorian Arifi; Thomas Jänisch; Ivonne Morales; Alexander Zipf (heiDATA, 2023)

Semi-supervised water tank detection to support vector control of emerging infectious diseases transmitted by Aedes Aegpyti [Research Data]. - Steffen Knoblauch; Hao Li 019; Sven Lautenbach; Yara Elshiaty; Antônio A. de A. Rocha; Bernd Resch; Dorian Arifi; Thomas Jänisch; Ivonne Morales; Alexander Zipf (heiDATA, 2023)

Semi-supervised water tank detection to support vector control of emerging infectious diseases transmitted by Aedes Aegypti. - Steffen Knoblauch; Hao Li 019; Sven Lautenbach; Yara Elshiaty; Antônio A. de A. Rocha; Bernd Resch; Dorian Arifi; Thomas Jänisch; Ivonne Morales; Alexander Zipf (Int. J. Appl. Earth Obs. Geoinformation, 2023)

Random Affine Transformation Feature Representation Learning for Fast Polygon Retrieval. - Zhangyu Wang; Xingyi Du; Hao Li 019; Martin Werner 001 (GeoSearch@SIGSPATIAL, 2024)

SRL: Towards a General-Purpose Framework for Spatial Representation Learning. - Gengchen Mai; Xiaobai Angela Yao; Yiqun Xie; Jinmeng Rao; Hao Li 019; Qing Zhu; Ziyuan Li; Ni Lao (SIGSPATIAL/GIS, 2024)

Cross-View Geolocalization and Disaster Mapping with Street-View and VHR Satellite Imagery: A Case Study of Hurricane IAN. - Hao Li 019; Fabian Deuser; Wenping Yin; Xuanshu Luo; Paul M. Walther; Gengchen Mai; Wei Huang 014; Martin Werner 001 (CoRR, 2024)

Cross-City Semantic Segmentation (C2Seg) in Multimodal Remote Sensing: Outcome of the 2023 IEEE WHISPERS C2Seg Challenge. - Yuheng Liu; Ye Wang 020; Yifan Zhang 006; Shaohui Mei; Jiaqi Zou; Zhuohong Li; Fangxiao Lu; Wei He 003; Hongyan Zhang 001; Huilin Zhao; Chuan Chen; Cong Xia; et al. (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024)

OpenStreetMap land use for Europe "Research Data". - Michael Schultz; Hao Li 019; Zhaoyhan Wu; Daniel Wiell; Michael Auer; Alexander Zipf (heiDATA, 2024)

Location Reference Recognition from Texts: A Survey and Comparison. - Xuke Hu; Zhiyong Zhou; Hao Li 019; Yingjie Hu; Fuqiang Gu; Jens Kersten; Hongchao Fan; Friederike Klan (ACM Comput. Surv., 2024)

SpectralGPT: Spectral Remote Sensing Foundation Model. - Danfeng Hong; Bing Zhang 001; Xuyang Li; Yuxuan Li; Chenyu Li 002; Jing Yao 002; Naoto Yokoya; Hao Li 019; Pedram Ghamisi; Xiuping Jia; Antonio Plaza; Paolo Gamba; et al. (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

OpenStreetMap land use for Europe "Research Data". - Michael Schultz; Hao Li 019; Zhaoyhan Wu; Daniel Wiell; Michael Auer; Alexander Zipf (heiDATA, 2024)

Temporal Resilience in Geo-Localization: Adapting to the Continuous Evolution of Urban and Rural Environments. - Fabian Deuser; Wejdene Mansour; Hao Li 019; Konrad Habel; Martin Werner 001; Norbert Oswald (WACV (Workshops), 2025)

Images and deep learning in human and urban infrastructure interactions pertinent to sustainable urban studies: Review and perspective. - Pengxiang Su; Yingwei Yan; Hao Li 019; Hangbin Wu; Chun Liu 003; Wei Huang 014 (Int. J. Appl. Earth Obs. Geoinformation, 2025)

LLM-enhanced disaster geolocalization using implicit geoinformation from multimodal data: A case study of Hurricane Harvey. - Wenping Yin; Yong Xue; Ziqi Liu; Hao Li 019; Martin Werner 001 (Int. J. Appl. Earth Obs. Geoinformation, 2025)

Advancing AI-Driven Geospatial Analysis and Data Generation: Methods, Applications and Future Directions. - Hartwig H. Hochmair; Levente Juhász; Hao Li 019 (ISPRS Int. J. Geo Inf., 2025)

A comprehensive survey for Hyperspectral Image Classification: The evolution from conventional to transformers and Mamba models. - Muhammad Ahmad; Salvatore Distefano; Adil Mehmood Khan; Manuel Mazzara; Chenyu Li 002; Hao Li 019; Jagannath Aryal; Yao Ding 010; Gemine Vivone; Danfeng Hong (Neurocomputing, 2025)