Qingsong Xu

22 papers C 3Journal 16Unranked 3
YearRankTypeTitle / Venue / Authors
2025 J jnl
Physically consistent and uncertainty-aware learning of spatiotemporal dynamics.
CoRR
Qingsong Xu, Jonathan L. Bamber, Nils Thuerey, Niklas Boers, Paul Bates, Gustau Camps-Valls, Yilei Shi, Xiao Xiang Zhu
2024 J jnl
Large-scale flood modeling and forecasting with FloodCast.
CoRR
Qingsong Xu, Yilei Shi, Jonathan Bamber, Chaojun Ouyang, Xiao Xiang Zhu
2024 J jnl
On the Foundations of Earth and Climate Foundation Models.
CoRR
Xiao Xiang Zhu, Zhitong Xiong, Yi Wang, Adam J. Stewart, Konrad Heidler, Yuanyuan Wang, Zhenghang Yuan, Thomas Dujardin, Qingsong Xu, Yilei Shi
2024 J jnl
Physics-embedded Fourier Neural Network for Partial Differential Equations.
CoRR
Qingsong Xu, Nils Thuerey, Yilei Shi, Jonathan Bamber, Chaojun Ouyang, Xiao Xiang Zhu
2023 J jnl
A PANN-Based Grid Downscaling Technology and Its Application in Landslide and Flood Modeling.
Remote. Sens.
Binlan Zhang, Chaojun Ouyang, Dongpo Wang, Fulei Wang, Qingsong Xu
2023 C conf
DisasterNets: Embedding Machine Learning in Disaster Mapping.
IGARSS
Qingsong Xu, Yilei Shi, Xiao Xiang Zhu
2023 J jnl
DisasterNets: Embedding Machine Learning in Disaster Mapping.
CoRR
Qingsong Xu, Yilei Shi, Xiao Xiang Zhu
2023 J jnl
Multi-task deep learning for large-scale building detail extraction from high-resolution satellite imagery.
CoRR
Zhen Qian, Min Chen, Zhuo Sun, Fan Zhang, Qingsong Xu, Jinzhao Guo, Zhiwei Xie, Zhixin Zhang
2023 J jnl
Physics-aware Machine Learning Revolutionizes Scientific Paradigm for Machine Learning and Process-based Hydrology.
CoRR
Qingsong Xu, Yilei Shi, Jonathan L. Bamber, Ye Tuo, Ralf Ludwig, Xiao Xiang Zhu
2023 C conf
The Spatial-Temporal Role of Urban Green Space in Mitigating Land Surface Temperature in Chinese Megacities.
IGARSS
Yue Zeng, Qingsong Xu, Xiao Xiang Zhu
2023 — conf
UCDFormer: Unsupervised Change Detection Using Real-time Transformers.
JURSE
Qingsong Xu, Yilei Shi, Xiao Xiang Zhu
2023 J jnl
UCDFormer: Unsupervised Change Detection Using a Transformer-Driven Image Translation.
IEEE Trans. Geosci. Remote. Sens.
Qingsong Xu, Yilei Shi, Jianhua Guo, Chaojun Ouyang, Xiao Xiang Zhu
2023 J jnl
UCDFormer: Unsupervised Change Detection Using a Transformer-driven Image Translation.
CoRR
Qingsong Xu, Yilei Shi, Jianhua Guo, Chaojun Ouyang, Xiao Xiang Zhu
2023 J jnl
Universal Domain Adaptation for Remote Sensing Image Scene Classification.
CoRR
Qingsong Xu, Yilei Shi, Xin Yuan, Xiao Xiang Zhu
2023 J jnl
Universal Domain Adaptation for Remote Sensing Image Scene Classification.
IEEE Trans. Geosci. Remote. Sens.
Qingsong Xu, Yilei Shi, Xin Yuan, Xiao Xiang Zhu
2022 J jnl
Class-Aware Domain Adaptation for Semantic Segmentation of Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens.
Qingsong Xu, Xin Yuan, Chaojun Ouyang
2022 — conf
On the Generalization of the Semantic Segmentation Model for Landslide Detection.
CDCEO@IJCAI
Fahong Zhang, Yilei Shi, Qingsong Xu, Zhitong Xiong, Wei Yao, Xiao Xiang Zhu
2022 — conf
Optimizing the Post-disaster Resource Allocation with Q-Learning: Demonstration of 2021 China Flood.
DEXA (2)
Linhao Dong, Yanbing Bai, Qingsong Xu, Erick Mas
2022 J jnl
Semi-Supervised Cloud Detection in Satellite Images by Considering the Domain Shift Problem.
Remote. Sens.
Jianhua Guo, Qingsong Xu, Yue Zeng, Zhiheng Liu, Xiaoxiang Zhu
2022 C conf
Universal Domain Adaptation without Source Data for Remote Sensing Image Scene Classification.
IGARSS
Qingsong Xu, Yilei Shi, Xiaoxiang Zhu
2020 J jnl
Attention-Based Pyramid Network for Segmentation and Classification of High-Resolution and Hyperspectral Remote Sensing Images.
Remote. Sens.
Qingsong Xu, Xin Yuan, Chaojun Ouyang, Yue Zeng
2020 J jnl
Spatial-spectral FFPNet: Attention-Based Pyramid Network for Segmentation and Classification of Remote Sensing Images.
CoRR
Qingsong Xu, Xin Yuan, Chaojun Ouyang, Yue Zeng