| Going beyond xai: A systematic survey for explanation-guided learning Y Gao, S Gu, J Jiang, SR Hong, D Yu, L Zhao ACM Computing Surveys 56 (7), 1-39, 2024 | 41 | 2024 |
| Gnes: Learning to explain graph neural networks Y Gao, T Sun, R Bhatt, D Yu, S Hong, L Zhao 2021 IEEE International Conference on Data Mining (ICDM), 131-140, 2021 | 40 | 2021 |
| Deep geometric neural network for spatial interpolation M Zhang, D Yu, Y Li, L Zhao Proceedings of the 30th international conference on advances in geographic …, 2022 | 13 | 2022 |
| Graph Neural Network for spatiotemporal data: methods and applications Y Li, D Yu, Z Liu, M Zhang, X Gong, L Zhao arXiv preprint arXiv:2306.00012, 2023 | 11 | 2023 |
| Transferable Unsupervised Outlier Detection Framework for Human Semantic Trajectories Z Zhang, H Amiri, D Yu, Y Hu, L Zhao, A Züfle Proceedings of the 32nd ACM International Conference on Advances in …, 2024 | 6 | 2024 |
| PolygonGNN: Representation learning for polygonal geometries with heterogeneous visibility graph D Yu, Y Hu, Y Li, L Zhao Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and …, 2024 | 6 | 2024 |
| Deep Spatial Domain Generalization D Yu, G Bai, Y Li, L Zhao 2022 IEEE International Conference on Data Mining (ICDM), 1293-1298, 2022 | 5 | 2022 |
| Deep Spatial Prediction via Heterogeneous Multi-source Self-supervision M Zhang, D Yu, Y Li, L Zhao ACM Transactions on Spatial Algorithms and Systems 9 (3), 1-26, 2023 | 3 | 2023 |
| STES: A Spatiotemporal Explanation Supervision Framework D Yu, B Chen, Y Li, S Dhakal, Y Zhang, Z Liu, M Zhang, J Zhang, L Zhao Proceedings of the 2024 SIAM International Conference on Data Mining (SDM …, 2024 | 1 | 2024 |
| PolyhedronNet: Representation Learning for Polyhedra with Surface-attributed Graph D Yu, G Zhang, L Zhao arXiv preprint arXiv:2502.01814, 2025 | | 2025 |
| ACES-GNN: Can Graph Neural Network Learn to Explain Activity Cliffs? X Chen, D Yu, L Zhao, F Liu | | 2025 |
| Self-consistent Deep Geometric Learning for Heterogeneous Multi-source Spatial Point Data Prediction D Yu, X Gong, Y Li, M Qiu, L Zhao Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and …, 2024 | | 2024 |
| Spatial-RAG: Spatial Retrieval Augmented Generation for Real-World Spatial Reasoning Questions D Yu, R Bao, G Mai, L Zhao | | |
