| Social sensing from street-level imagery: A case study in learning spatio-temporal urban mobility patterns F Zhang, D Zhu, L Wu, Y Liu ISPRS Journal of Photogrammetry and Remote Sensing 153, 48-58, 2019 | 216 | 2019 |
| Spatial interpolation using conditional generative adversarial neural networks D Zhu, X Cheng, F Zhang, X Yao, Y Gao, Y Liu International Journal of Geographical Information Science 34 (4), 735-758, 2020 | 197 | 2020 |
| Understanding place characteristics in geographic contexts through graph convolutional neural networks D Zhu, F Zhang, S Wang, Y Wang, X Cheng, Z Huang, Y Liu Annals of the American Association of Geographers 110 (2), 408-420, 2020 | 183 | 2020 |
| Uncovering inconspicuous places using social media check-ins and street view images F Zhang, J Zu, M Hu, D Zhu, Y Kang, S Gao, Y Zhang, Z Huang Computers, Environment and Urban Systems 81, 101478, 2020 | 170 | 2020 |
| Spatial origin-destination flow imputation using graph convolutional networks X Yao, Y Gao, D Zhu, E Manley, J Wang, Y Liu IEEE Transactions on Intelligent Transportation Systems 22 (12), 7474-7484, 2020 | 143 | 2020 |
| Street as a big geo-data assembly and analysis unit in urban studies: A case study using Beijing taxi data D Zhu, N Wang, L Wu, Y Liu Applied Geography 86, 152-164, 2017 | 109 | 2017 |
| Terrain feature-aware deep learning network for digital elevation model superresolution Y Zhang, W Yu, D Zhu ISPRS Journal of Photogrammetry and Remote Sensing 189, 143-162, 2022 | 93 | 2022 |
| Spatial regression graph convolutional neural networks: A deep learning paradigm for spatial multivariate distributions D Zhu*, Y Liu, X Yao, MM Fischer GeoInformatica 26 (4), 645-676, 2022 | 86 | 2022 |
| Inferring spatial interaction patterns from sequential snapshots of spatial distributions D Zhu, Z Huang, L Shi, L Wu, Y Liu International Journal of Geographical Information Science 32 (4), 783-805, 2018 | 77 | 2018 |
| A framework for mixed-use decomposition based on temporal activity signatures extracted from big geo-data L Wu, X Cheng, C Kang, D Zhu, Z Huang, Y Liu International Journal of Digital Earth 13 (6), 708-726, 2020 | 68 | 2020 |
| A hypergraph-based hybrid graph convolutional network for intracity human activity intensity prediction and geographic relationship interpretation Y Wang, D Zhu* Information Fusion 104, 102149, 2024 | 62 | 2024 |
| A generalized heterogeneity model for spatial interpolation P Luo, Y Song, D Zhu, J Cheng, L Meng International Journal of Geographical Information Science 37 (3), 634-659, 2023 | 60 | 2023 |
| Quantifying the scale effect in geospatial big data using semi-variograms L Chen, Y Gao, D Zhu, Y Yuan, Y Liu PloS one 14 (11), e0225139, 2019 | 60 | 2019 |
| A stepwise spatio-temporal flow clustering method for discovering mobility trends X Yao, D Zhu, Y Gao, L Wu, P Zhang, Y Liu Ieee Access 6, 44666-44675, 2018 | 59 | 2018 |
| Analytical methods and applications of spatial interactions in the era of big data Y Liu, X Yao, Y Gong, C Kang, X Shi, F Wang, J Wang, Y Zhang, P Zhao, ... Acta Geographica Sinica 75 (7), 1523-1538, 2020 | 54* | 2020 |
| Mapping human activity volumes through remote sensing imagery X Xing, Z Huang, X Cheng, D Zhu, C Kang, F Zhang, Y Liu IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2020 | 50 | 2020 |
| Sensing population distribution from satellite imagery via deep learning: Model selection, neighboring effects, and systematic biases X Huang, D Zhu, F Zhang, T Liu, X Li, L Zou IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2021 | 43 | 2021 |
| 地理分析中的空间效应 Y Liu, K Wang, X Xing, H Guo, W Zhang, Q Luo, S Gao, Z Huang, H Li, ... Dili Xuebao/Acta Geographica Sinica 78 (3), 517-531, 2023 | 39 | 2023 |
| Revealing the spatial shifting pattern of COVID-19 pandemic in the United States D Zhu*, X Ye, S Manson Scientific reports 11 (1), 8396, 2021 | 37 | 2021 |
| 大数据时代的空间交互分析方法和应用再论 Y Liu, X Yao, Y Gong, C Kang, X Shi, F Wang, J Wang, Y Zhang, P Zhao, ... Dili Xuebao/Acta Geographica Sinica 75 (7), 1523-1538, 2020 | 34 | 2020 |
Yu LiuPeking UniversityVerified email at urban.pku.edu.cn
