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Dazhou Yu
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2020 – today
- 2024
- [j2]Yuyang Gao
, Siyi Gu
Going Beyond XAI: A Systematic Survey for Explanation-Guided Learning. ACM Comput. Surv. 56(7): 188:1-188:39 (2024) - [c7]Zheng Zhang
Transferable Unsupervised Outlier Detection Framework for Human Semantic Trajectories. SIGSPATIAL/GIS 2024: 350-360 - [c6]Dazhou Yu
Self-consistent Deep Geometric Learning for Heterogeneous Multi-source Spatial Point Data Prediction. KDD 2024: 4001-4011 - [c5]Dazhou Yu
PolygonGNN: Representation Learning for Polygonal Geometries with Heterogeneous Visibility Graph. KDD 2024: 4012-4022 - [c4]Dazhou Yu, Binbin Chen, Yun Li, Suman Dhakal
STES: A Spatiotemporal Explanation Supervision Framework. SDM 2024: 73-81 - [i6]Dazhou Yu, Yuntong Hu, Yun Li, Liang Zhao:
PolygonGNN: Representation Learning for Polygonal Geometries with Heterogeneous Visibility Graph. CoRR abs/2407.00742 (2024) - [i5]Dazhou Yu, Xiaoyun Gong, Yun Li, Meikang Qiu, Liang Zhao:
Self-consistent Deep Geometric Learning for Heterogeneous Multi-source Spatial Point Data Prediction. CoRR abs/2407.00748 (2024) - [i4]Zheng Zhang, Hossein Amiri, Dazhou Yu, Yuntong Hu, Liang Zhao, Andreas Züfle:
Transferable Unsupervised Outlier Detection Framework for Human Semantic Trajectories. CoRR abs/2410.00054 (2024) - 2023
- [j1]Minxing Zhang
Deep Spatial Prediction via Heterogeneous Multi-source Self-supervision. ACM Trans. Spatial Algorithms Syst. 9(3): 20:1-20:26 (2023) - [i3]Yun Li, Dazhou Yu, Zhenke Liu, Minxing Zhang, Xiaoyun Gong, Liang Zhao:
Graph Neural Network for spatiotemporal data: methods and applications. CoRR abs/2306.00012 (2023) - 2022
- [c3]Minxing Zhang
Deep geometric neural network for spatial interpolation. SIGSPATIAL/GIS 2022: 72:1-72:4 - [c2]Dazhou Yu, Guangji Bai, Yun Li, Liang Zhao:
Deep Spatial Domain Generalization. ICDM 2022: 1293-1298 - [i2]Dazhou Yu, Guangji Bai, Yun Li, Liang Zhao:
Deep Spatial Domain Generalization. CoRR abs/2210.00729 (2022) - [i1]Yuyang Gao, Siyi Gu, Junji Jiang, Sungsoo Ray Hong, Dazhou Yu, Liang Zhao:
Going Beyond XAI: A Systematic Survey for Explanation-Guided Learning. CoRR abs/2212.03954 (2022) - 2021
- [c1]Yuyang Gao, Tong Steven Sun, Rishab Bhatt
GNES: Learning to Explain Graph Neural Networks. ICDM 2021: 131-140
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