| Fairness by “where”: A statistically-robust and model-agnostic bi-level learning framework Y Xie, E He, X Jia, W Chen, S Skakun, H Bao, Z Jiang, R Ghosh, ... Proceedings of the AAAI Conference on Artificial Intelligence 36 (11), 12208 …, 2022 | 21 | 2022 |
| Physics guided neural networks for time-aware fairness: an application in crop yield prediction E He, Y Xie, L Liu, W Chen, Z Jin, X Jia Proceedings of the AAAI Conference on Artificial Intelligence 37 (12), 14223 …, 2023 | 12 | 2023 |
| Sailing in the location-based fairness-bias sphere E He, Y Xie, X Jia, W Chen, H Bao, X Zhou, Z Jiang, R Ghosh, ... Proceedings of the 30th International Conference on Advances in Geographic …, 2022 | 12 | 2022 |
| DAPnet: A double self-attention convolutional network for point cloud semantic labeling L Chen, W Chen, Z Xu, H Huang, S Wang, Q Zhu, H Li IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2021 | 9 | 2021 |
| Harnessing heterogeneity in space with statistically guided meta-learning Y Xie, W Chen, E He, X Jia, H Bao, X Zhou, R Ghosh, P Ravirathinam Knowledge and information systems 65 (6), 2699-2729, 2023 | 5 | 2023 |
| A data‐driven adversarial examples recognition framework via adversarial feature genomes L Chen, Q Li, W Chen, Z Wang, H Li International Journal of Intelligent Systems 37 (9), 6438-6462, 2022 | 4 | 2022 |
| 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 | 3 | 2022 |
| Learning With Location-Based Fairness: A Statistically-Robust Framework and Acceleration E He, Y Xie, W Chen, S Skakun, H Bao, R Ghosh, P Ravirathinam, X Jia IEEE Transactions on Knowledge and Data Engineering, 2024 | | 2024 |
| Referee-Meta-Learning for Fast Adaptation of Locational Fairness W Chen, Y Xie, X Jia, E He, H Bao, B An, X Zhou arXiv preprint arXiv:2402.13379, 2024 | | 2024 |
| Heterogeneity-Aware Deep Learning in Space: Performance and Fairness Y Xie, X Jia, W Chen, E He Handbook of Geospatial Artificial Intelligence, 151-176, 2023 | | 2023 |
