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ORCIDQingsong Xu 0001
Person information
- affiliation: Technical University of Munich (MUT), Data Science in Earth Observation, Germany
Other persons with the same name
- Qingsong Xu (aka: Qing-Song Xu) — disambiguation page
- Qingsong Xu 0002
![[0000-0002-1700-322X]](https://dblp.org/img/orcid-mark.12x12.png "0000-0002-1700-322X")
— University of Macau, Department of Electromechanical Engineering, Taipa, China - Qingsong Xu 0003 (aka: Qing-Song Xu 0003) — Central South University, School of Mathematics and Statistics, Changsha, China
- Qingsong Xu 0004 — Xi'an University of Architecture and Technology, School of Management, Shaanxi, China
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2020 – today
- 2025
[d7]Fulei Wang, Chaojun Ouyang, Shu Zhou, Qingsong Xu:
A flash flood numerical modeling and forecasting tool in mountainous small catchments. Zenodo, 2025
- [d6]Qingsong Xu, Leon Frederik De Vos, Yilei Shi, Nils Rüther, Axel Bronstert, Xiao Xiang Zhu:
Urban Flood Modeling and Forecasting with Deep Neural Operator. Version 3. Zenodo, 2025 [all versions] - [i10]Qingsong Xu, Jonathan L. Bamber, Nils Thuerey, Niklas Boers, Paul Bates, Gustau Camps-Valls, Yilei Shi, Xiao Xiang Zhu:
Physically consistent and uncertainty-aware learning of spatiotemporal dynamics. CoRR abs/2510.21023 (2025) - 2024
- [d5]Qingsong Xu, Yilei Shi, Jie Zhao, Xiao Xiang Zhu:
FloodCastBench: A Large-Scale Dataset and Foundation Models for Flooding Modeling and Forecasting. Version 1. Zenodo, 2024 [all versions] - [d4]Qingsong Xu, Yilei Shi, Jie Zhao, Xiao Xiang Zhu:
FloodCastBench: A Large-Scale Dataset and Foundation Models for Flood Modeling and Forecasting. Version 2. Zenodo, 2024 [all versions] - [d3]Qingsong Xu, Leon Frederik De Vos, Yilei Shi, Nils Rüther, Axel Bronstert, Xiao Xiang Zhu:
Urban Flood Modeling and Forecasting with Deep Neural Operator. Version UrbanFloodCast. Zenodo, 2024 [all versions] - [d2]Qingsong Xu, Leon Frederik De Vos, Yilei Shi, Nils Rüther, Axel Bronstert, Xiao Xiang Zhu:
Urban Flood Modeling and Forecasting with Deep Neural Operator. Version 2. Zenodo, 2024 [all versions] - [i9]Qingsong Xu, Yilei Shi, Jonathan Bamber, Chaojun Ouyang, Xiao Xiang Zhu:
Large-scale flood modeling and forecasting with FloodCast. CoRR abs/2403.12226 (2024) - [i8]Xiao Xiang Zhu, Zhitong Xiong, Yi Wang, Adam J. Stewart, Konrad Heidler, Yuanyuan Wang, Zhenghang Yuan, Thomas Dujardin, Qingsong Xu, Yilei Shi:
On the Foundations of Earth and Climate Foundation Models. CoRR abs/2405.04285 (2024) - [i7]Qingsong Xu, Nils Thuerey, Yilei Shi, Jonathan Bamber, Chaojun Ouyang, Xiao Xiang Zhu:
Physics-embedded Fourier Neural Network for Partial Differential Equations. CoRR abs/2407.11158 (2024) - 2023
- [j6]Binlan Zhang, Chaojun Ouyang, Dongpo Wang, Fulei Wang, Qingsong Xu:
A PANN-Based Grid Downscaling Technology and Its Application in Landslide and Flood Modeling. Remote. Sens. 15(20): 5075 (2023) - [j5]Qingsong Xu, Yilei Shi, Jianhua Guo, Chaojun Ouyang, Xiao Xiang Zhu:
UCDFormer: Unsupervised Change Detection Using a Transformer-Driven Image Translation. IEEE Trans. Geosci. Remote. Sens. 61: 1-17 (2023) - [j4]Qingsong Xu, Yilei Shi, Xin Yuan, Xiao Xiang Zhu:
Universal Domain Adaptation for Remote Sensing Image Scene Classification. IEEE Trans. Geosci. Remote. Sens. 61: 1-15 (2023) - [c6]Qingsong Xu, Yilei Shi, Xiao Xiang Zhu:
DisasterNets: Embedding Machine Learning in Disaster Mapping. IGARSS 2023: 2536-2539 - [c5]Yue Zeng, Qingsong Xu, Xiao Xiang Zhu:
The Spatial-Temporal Role of Urban Green Space in Mitigating Land Surface Temperature in Chinese Megacities. IGARSS 2023: 3596-3599 - [c4]Qingsong Xu, Yilei Shi, Xiao Xiang Zhu:
UCDFormer: Unsupervised Change Detection Using Real-time Transformers. JURSE 2023: 1-4 - [d1]Yulin Xu, Chaojun Ouyang, Qingsong Xu, Dongpo Wang, Bo Zhao, Yutao Luo:
CAS Landslide Dataset: A Large-Scale and Multisensor Dataset for Deep Learning-Based Landslide Detection. Zenodo, 2023 - [i6]Qingsong Xu, Yilei Shi, Xin Yuan, Xiao Xiang Zhu:
Universal Domain Adaptation for Remote Sensing Image Scene Classification. CoRR abs/2301.11387 (2023) - [i5]Qingsong Xu, Yilei Shi, Xiao Xiang Zhu:
DisasterNets: Embedding Machine Learning in Disaster Mapping. CoRR abs/2306.09815 (2023) - [i4]Qingsong Xu, Yilei Shi, Jianhua Guo, Chaojun Ouyang, Xiao Xiang Zhu:
UCDFormer: Unsupervised Change Detection Using a Transformer-driven Image Translation. CoRR abs/2308.01146 (2023) - [i3]Qingsong Xu, Yilei Shi, Jonathan L. Bamber, Ye Tuo, Ralf Ludwig, Xiao Xiang Zhu:
Physics-aware Machine Learning Revolutionizes Scientific Paradigm for Machine Learning and Process-based Hydrology. CoRR abs/2310.05227 (2023) - [i2]Zhen Qian, Min Chen, Zhuo Sun, Fan Zhang, Qingsong Xu, Jinzhao Guo, Zhiwei Xie, Zhixin Zhang:
Multi-task deep learning for large-scale building detail extraction from high-resolution satellite imagery. CoRR abs/2310.18899 (2023) - 2022
- [j3]Jianhua Guo, Qingsong Xu, Yue Zeng, Zhiheng Liu, Xiaoxiang Zhu:
Semi-Supervised Cloud Detection in Satellite Images by Considering the Domain Shift Problem. Remote. Sens. 14(11): 2641 (2022) - [j2]Qingsong Xu, Xin Yuan, Chaojun Ouyang:
Class-Aware Domain Adaptation for Semantic Segmentation of Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 60: 1-17 (2022) - [c3]Fahong Zhang, Yilei Shi, Qingsong Xu, Zhitong Xiong, Wei Yao, Xiao Xiang Zhu:
On the Generalization of the Semantic Segmentation Model for Landslide Detection. CDCEO@IJCAI 2022: 96-100 - [c2]Linhao Dong, Yanbing Bai, Qingsong Xu, Erick Mas:
Optimizing the Post-disaster Resource Allocation with Q-Learning: Demonstration of 2021 China Flood. DEXA (2) 2022: 256-262 - [c1]Qingsong Xu, Yilei Shi, Xiaoxiang Zhu:
Universal Domain Adaptation without Source Data for Remote Sensing Image Scene Classification. IGARSS 2022: 5341-5344 - 2020
- [j1]Qingsong Xu, Xin Yuan, Chaojun Ouyang, Yue Zeng:
Attention-Based Pyramid Network for Segmentation and Classification of High-Resolution and Hyperspectral Remote Sensing Images. Remote. Sens. 12(21): 3501 (2020) - [i1]Qingsong Xu, Xin Yuan, Chaojun Ouyang, Yue Zeng:
Spatial-spectral FFPNet: Attention-Based Pyramid Network for Segmentation and Classification of Remote Sensing Images. CoRR abs/2008.08775 (2020)
Coauthor Index
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