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Qingsong Xu
PhD student, Technische Universität München
Joined
February 2020
Names
Qingsong Xu
(Preferred)
,
Qingsong XU
Emails
****@mails.ucas.ac.cn
(Confirmed)
,
****@tum.de
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
ORCID
Career & Education History
PhD student
Technische Universität München
(tum.de)
2021
–
2026
MS student
University of Chinese Academy of Sciences
(mails.ucas.ac.cn)
2018
–
2021
Undergrad student
Chengdu Univerisity of Technology (CDUT)
(cdut.edu.cn)
2014
–
2018
Advisors, Relations & Conflicts
PhD Advisor
Xiao Xiang Zhu
2022
–
Present
Coauthor
Xin Yuan
2019
–
Present
Coauthor
cjouyang
2018
–
Present
Expertise
Physics-aware maching learning
2022
–
Present
AI4Natural Hazards
2015
–
Present
Remote sensing visual
2018
–
2022
Landslide dynamics
2015
–
2018
Publications
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 2025
Readers:
Everyone
Large-scale flood modeling and forecasting with FloodCast
Qingsong Xu
,
Yilei Shi
,
Jonathan Bamber
,
Chaojun Ouyang
,
Xiao Xiang Zhu
CoRR 2024
Readers:
Everyone
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
Readers:
Everyone
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 Sensing
Readers:
Everyone
DisasterNets: Embedding Machine Learning in Disaster Mapping
Qingsong Xu
,
Yilei Shi
,
Xiao Xiang Zhu
IGARSS 2023
Readers:
Everyone
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
Readers:
Everyone
Universal Domain Adaptation for Remote Sensing Image Scene Classification
Qingsong Xu
,
Yilei Shi
,
Xin Yuan
,
Xiao Xiang Zhu
IEEE Trans. Geosci. Remote. Sens. 2023
Readers:
Everyone
UCDFormer: Unsupervised Change Detection Using a Transformer-driven Image Translation
Qingsong Xu
,
Yilei Shi
,
Jianhua Guo
,
Chaojun Ouyang
,
Xiao Xiang Zhu
CoRR 2023
Readers:
Everyone
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
Readers:
Everyone
View all 20 publications
Co-Authors
Adam J. Stewart
Binlan Zhang
Chaojun Ouyang
Dongpo Wang
Erick Mas
Fahong Zhang
Fan Zhang
Fulei Wang
Gustau Camps-Valls
Jianhua Guo
Jinzhao Guo
Jonathan Bamber
Jonathan L. Bamber
Konrad Heidler
Linhao Dong
Min Chen
Niklas Boers
Nils Thuerey
Paul Bates
Ralf Ludwig
Thomas Dujardin
Wei Yao
Xiao Xiang Zhu
Xiaoxiang Zhu
Xin Yuan
View all 38 co-authors