| A multiple-instance densely-connected ConvNet for aerial scene classification Q Bi, K Qin, Z Li, H Zhang, K Xu, GS Xia IEEE Transactions on Image Processing 29, 4911-4926, 2020 | 137 | 2020 |
| RADC-Net: A residual attention based convolution network for aerial scene classification Q Bi, K Qin, H Zhang, Z Li, K Xu Neurocomputing 377, 345-359, 2020 | 76 | 2020 |
| APDC-Net: Attention pooling-based convolutional network for aerial scene classification Q Bi, K Qin, H Zhang, J Xie, Z Li, K Xu IEEE Geoscience and Remote Sensing Letters 17 (9), 1603-1607, 2019 | 76 | 2019 |
| A multi-scale filtering building index for building extraction in very high-resolution satellite imagery Q Bi, K Qin, H Zhang, Y Zhang, Z Li, K Xu Remote Sensing 11 (5), 482, 2019 | 48 | 2019 |
| Deep multiple instance convolutional neural networks for learning robust scene representations Z Li, K Xu, J Xie, Q Bi, K Qin IEEE Transactions on Geoscience and Remote Sensing 58 (5), 3685-3702, 2020 | 35 | 2020 |
| Multiple instance dense connected convolution neural network for aerial image scene classification Q Bi, K Qin, Z Li, H Zhang, K Xu 2019 IEEE International Conference on Image Processing (ICIP), 2501-2505, 2019 | 23 | 2019 |
| Point-to-region co-learning for poverty mapping at high resolution using satellite imagery Z Li, Y Xie, X Jia, K Stuart, C Delaire, S Skakun Proceedings of the AAAI Conference on Artificial Intelligence 37 (12), 14321 …, 2023 | 13 | 2023 |
| Auto-CM: Unsupervised deep learning for satellite imagery composition and cloud masking using spatio-temporal dynamics Y Xie, Z Li, H Bao, X Jia, D Xu, X Zhou, S Skakun Proceedings of the AAAI Conference on Artificial Intelligence 37 (12), 14575 …, 2023 | 9 | 2023 |
| SimFair: Physics-guided fairness-aware learning with simulation models Z Wang, Y Xie, Z Li, X Jia, Z Jiang, A Jia, S Xu Proceedings of the AAAI Conference on Artificial Intelligence 38 (20), 22420 …, 2024 | 8 | 2024 |
| Deep semantic segmentation for building detection using knowledge-informed features from LiDAR point clouds W Chen, Z Wang, Z Li, Y Xie, X Jia, A Li Proceedings of the 30th International Conference on Advances in Geographic …, 2022 | 4 | 2022 |
| When are Foundation Models Effective? Understanding the Suitability for Pixel-Level Classification Using Multispectral Imagery Y Xie, Z Wang, W Chen, Z Li, X Jia, Y Li, R Wang, K Chai, R Li, S Skakun arXiv preprint arXiv:2404.11797, 2024 | 2 | 2024 |
| SolarCube: An Integrative Benchmark Dataset Harnessing Satellite and In-situ Observations for Large-scale Solar Energy Forecasting R Li, Y Xie, X Jia, D Wang, Y Li, Y Zhang, Z Wang, Z Li Advances in Neural Information Processing Systems 37, 3499-3513, 2025 | | 2025 |
| AI-based Validation of Deforestation Using High-Resolution Satellite Imagery in the Brazilian Amazon Z Wang, Z Li, Y Xie, C Souza Jr, JS Souza Filho, S Pinheiro The International Archives of the Photogrammetry, Remote Sensing and Spatial …, 2024 | | 2024 |
| Confidence-based self-corrective learning: an application in height estimation using satellite LiDAR and imagery Z Li, Y Xie, X Jia Proceedings of the Thirty-Second International Joint Conference on …, 2023 | | 2023 |