Qingsong Xu

According to our database, Qingsong Xu authored at least 26 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Physically consistent and uncertainty-aware learning of spatiotemporal dynamics.

Qingsong Xu, Jonathan L. Bamber, Nils Thuerey, Niklas Boers, Paul Bates, Gustau Camps-Valls, Yilei Shi, Xiao Xiang Zhu

CoRR, October, 2025

Urban Flood Modeling and Forecasting with Deep Neural Operator.

Qingsong Xu, Leon Frederik De Vos, Yilei Shi, Nils Rüther, Axel Bronstert, Xiao Xiang Zhu

Dataset, June, 2025

A flash flood numerical modeling and forecasting tool in mountainous small catchments.

Fulei Wang, Chaojun Ouyang, Shu Zhou, Qingsong Xu

Dataset, June, 2025

2024

Urban Flood Modeling and Forecasting with Deep Neural Operator.

Qingsong Xu, Leon Frederik De Vos, Yilei Shi, Nils Rüther, Axel Bronstert, Xiao Xiang Zhu

Dataset, November, 2024

Urban Flood Modeling and Forecasting with Deep Neural Operator.

Qingsong Xu, Leon Frederik De Vos, Yilei Shi, Nils Rüther, Axel Bronstert, Xiao Xiang Zhu

Dataset, November, 2024

FloodCastBench: A Large-Scale Dataset and Foundation Models for Flood Modeling and Forecasting.

Qingsong Xu, Yilei Shi, Jie Zhao, Xiao Xiang Zhu

Dataset, October, 2024

FloodCastBench: A Large-Scale Dataset and Foundation Models for Flooding Modeling and Forecasting.

Qingsong Xu, Yilei Shi, Jie Zhao, Xiao Xiang Zhu

Dataset, June, 2024

Physics-embedded Fourier Neural Network for Partial Differential Equations.

Qingsong Xu, Nils Thuerey, Yilei Shi, Jonathan Bamber, Chaojun Ouyang, Xiao Xiang Zhu

CoRR, 2024

On the Foundations of Earth and Climate Foundation Models.

Xiao Xiang Zhu, Zhitong Xiong, Yi Wang, Adam J. Stewart, Konrad Heidler, Yuanyuan Wang, Zhenghang Yuan, Thomas Dujardin, Qingsong Xu, Yilei Shi

CoRR, 2024

Large-scale flood modeling and forecasting with FloodCast.

Qingsong Xu, Yilei Shi, Jonathan Bamber, Chaojun Ouyang, Xiao Xiang Zhu

CoRR, 2024

2023

CAS Landslide Dataset: A Large-Scale and Multisensor Dataset for Deep Learning-Based Landslide Detection.

Yulin Xu, Chaojun Ouyang, Qingsong Xu, Dongpo Wang, Bo Zhao, Yutao Luo

Dataset, December, 2023

A PANN-Based Grid Downscaling Technology and Its Application in Landslide and Flood Modeling.

Binlan Zhang, Chaojun Ouyang, Dongpo Wang, Fulei Wang, Qingsong Xu

Remote. Sens., October, 2023

Universal Domain Adaptation for Remote Sensing Image Scene Classification.

Qingsong Xu, Yilei Shi, Xin Yuan, Xiao Xiang Zhu

IEEE Trans. Geosci. Remote. Sens., 2023

UCDFormer: Unsupervised Change Detection Using a Transformer-Driven Image Translation.

Qingsong Xu, Yilei Shi, Jianhua Guo, Chaojun Ouyang, Xiao Xiang Zhu

IEEE Trans. Geosci. Remote. Sens., 2023

Multi-task deep learning for large-scale building detail extraction from high-resolution satellite imagery.

Zhen Qian, Min Chen, Zhuo Sun, Fan Zhang, Qingsong Xu, Jinzhao Guo, Zhiwei Xie, Zhixin Zhang

CoRR, 2023

Physics-aware Machine Learning Revolutionizes Scientific Paradigm for Machine Learning and Process-based Hydrology.

Qingsong Xu, Yilei Shi, Jonathan L. Bamber, Ye Tuo, Ralf Ludwig, Xiao Xiang Zhu

CoRR, 2023

UCDFormer: Unsupervised Change Detection Using Real-time Transformers.

Qingsong Xu, Yilei Shi, Xiao Xiang Zhu

Proceedings of the Joint Urban Remote Sensing Event, 2023

The Spatial-Temporal Role of Urban Green Space in Mitigating Land Surface Temperature in Chinese Megacities.

Yue Zeng, Qingsong Xu, Xiao Xiang Zhu

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

DisasterNets: Embedding Machine Learning in Disaster Mapping.

Qingsong Xu, Yilei Shi, Xiao Xiang Zhu

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

2022

Class-Aware Domain Adaptation for Semantic Segmentation of Remote Sensing Images.

Qingsong Xu, Xin Yuan, Chaojun Ouyang

IEEE Trans. Geosci. Remote. Sens., 2022

Semi-Supervised Cloud Detection in Satellite Images by Considering the Domain Shift Problem.

Jianhua Guo, Qingsong Xu, Yue Zeng, Zhiheng Liu, Xiaoxiang Zhu

Remote. Sens., 2022

Universal Domain Adaptation without Source Data for Remote Sensing Image Scene Classification.

Qingsong Xu, Yilei Shi, Xiaoxiang Zhu

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Optimizing the Post-disaster Resource Allocation with Q-Learning: Demonstration of 2021 China Flood.

Linhao Dong, Yanbing Bai, Qingsong Xu, Erick Mas

Proceedings of the Database and Expert Systems Applications, 2022

On the Generalization of the Semantic Segmentation Model for Landslide Detection.

Fahong Zhang, Yilei Shi, Qingsong Xu, Zhitong Xiong, Wei Yao, Xiao Xiang Zhu

Proceedings of the Second Workshop on Complex Data Challenges in Earth Observation (CDCEO 2022) co-located with 31st International Joint Conference on Artificial Intelligence and the 25th European Conference on Artificial Intelligence (IJCAI-ECAI 2022), 2022

2020

Attention-Based Pyramid Network for Segmentation and Classification of High-Resolution and Hyperspectral Remote Sensing Images.

Qingsong Xu, Xin Yuan, Chaojun Ouyang, Yue Zeng

Remote. Sens., 2020

Spatial-spectral FFPNet: Attention-Based Pyramid Network for Segmentation and Classification of Remote Sensing Images.

Qingsong Xu, Xin Yuan, Chaojun Ouyang, Yue Zeng

CoRR, 2020