| Mapping county-level mobility pattern changes in the United States in response to COVID-19 S Gao, J Rao, Y Kang, Y Liang, J Kruse SIGSpatial Special 12 (1), 16-26, 2020 | 355 | 2020 |
| Multiscale dynamic human mobility flow dataset in the US during the COVID-19 epidemic Y Kang, S Gao, Y Liang, M Li, J Rao, J Kruse Scientific data 7 (1), 390, 2020 | 244 | 2020 |
| Association of mobile phone location data indications of travel and stay-at-home mandates with covid-19 infection rates in the us S Gao, J Rao, Y Kang, Y Liang, J Kruse, D Dopfer, AK Sethi, JFM Reyes, ... JAMA network open 3 (9), e2020485-e2020485, 2020 | 244* | 2020 |
| Understanding house price appreciation using multi-source big geo-data and machine learning Y Kang, F Zhang, W Peng, S Gao, J Rao, F Duarte, C Ratti Land use policy 111, 104919, 2021 | 170 | 2021 |
| Intracounty modeling of COVID-19 infection with human mobility: Assessing spatial heterogeneity with business traffic, age, and race X Hou, S Gao, Q Li, Y Kang, N Chen, K Chen, J Rao, JS Ellenberg, ... Proceedings of the National Academy of Sciences 118 (24), e2020524118, 2021 | 137 | 2021 |
| LSTM-TrajGAN: A deep learning approach to trajectory privacy protection J Rao, S Gao, Y Kang, Q Huang 11th International Conference on Geographic Information Science (GIScience …, 2020 | 133 | 2020 |
| A mobile outdoor augmented reality method combining deep learning object detection and spatial relationships for geovisualization J Rao, Y Qiao, F Ren, J Wang, Q Du Sensors 17 (9), 1951, 2017 | 75 | 2017 |
| Assessing multiscale visual appearance characteristics of neighbourhoods using geographically weighted principal component analysis in Shenzhen, China C Wu, N Peng, X Ma, S Li, J Rao Computers, Environment and Urban Systems 84, 101547, 2020 | 48 | 2020 |
| Urban multiple route planning model using dynamic programming in reinforcement learning N Peng, Y Xi, J Rao, X Ma, F Ren IEEE Transactions on Intelligent Transportation Systems 23 (7), 8037-8047, 2021 | 31 | 2021 |
| Exploring the effectiveness of geomasking techniques for protecting the geoprivacy of Twitter users S Gao, J Rao, X Liu, Y Kang, Q Huang, J App Journal of Spatial Information Science, 105-129, 2019 | 31 | 2019 |
| A privacy‐preserving framework for location recommendation using decentralized collaborative machine learning J Rao, S Gao, M Li, Q Huang Transactions in GIS, 2021 | 27 | 2021 |
| Evaluation and Enhancement of Semantic Grounding in Large Vision-Language Models J Lu, J Rao, K Chen, X Guo, Y Zhang, B Sun, C Yang, J Yang arXiv preprint arXiv:2309.04041, 2023 | 19* | 2023 |
| Building Privacy-Preserving and Secure Geospatial Artificial Intelligence Foundation Models (Vision Paper) J Rao, S Gao, G Mai, K Janowicz Proceedings of the 31st ACM International Conference on Advances in …, 2023 | 16 | 2023 |
| Higher layers need more lora experts C Gao, K Chen, J Rao, B Sun, R Liu, D Peng, Y Zhang, X Guo, J Yang, ... arXiv preprint arXiv:2402.08562, 2024 | 14 | 2024 |
| CATS: Conditional Adversarial Trajectory Synthesis for privacy-preserving trajectory data publication using deep learning approaches J Rao, S Gao, S Zhu International Journal of Geographical Information Science 37 (12), 2538-2574, 2023 | 14 | 2023 |
| Towards cartographic knowledge encoding with deep learning: A case study of building generalization Y Kang, J Rao, W Wang, B Peng, S Gao, F Zhang Proceedings of the AutoCarto, 1-6, 2020 | 12 | 2020 |
| STICC: a multivariate spatial clustering method for repeated geographic pattern discovery with consideration of spatial contiguity Y Kang, K Wu, S Gao, I Ng, J Rao, S Ye, F Zhang, T Fei International Journal of Geographical Information Science 36 (8), 1518-1549, 2022 | 11 | 2022 |
| Automatic urban road network extraction from massive GPS trajectories of taxis S Gao, M Li, J Rao, G Mai, T Prestby, J Marks, Y Hu Handbook of Big Geospatial Data, 261-283, 2021 | 11 | 2021 |
| Spatiotemporal contrastive representation learning for building damage classification B Peng, Q Huang, J Rao 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS, 8562 …, 2021 | 8 | 2021 |
| An Interactive Knowledge and Learning Environment in Smart Foodsheds Y Tu, X Wang, R Qiu, HW Shen, M Miller, J Rao, S Gao, PR Huber, ... IEEE Computer Graphics and Applications, 2023 | 7 | 2023 |
Song GaoAssociate Professor of Geographic Information Science, University of Wisconsin-Madison; AAG FellowVerified email at wisc.edu
