Xiaoxiang ZHU (@xiaoxiang_zhu) 's Twitter Profile
Xiaoxiang ZHU

@xiaoxiang_zhu

Prof for AI and Data Science for Earth Observation @TU_muenchen, PI of @zhu_xlab and @ai4eo_de, co-director Munich Data Science Institute - opinions are my own

ID: 888857981403582465

linkhttps://github.com/zhu-xlab calendar_today22-07-2017 20:27:11

801 Tweet

3,3K Followers

390 Following

Sofia Lazar (@lazarsofia1) 's Twitter Profile Photo

🏙️🌳 Is #Brazil's 🇧🇷 #UrbanForest as green as it seems?🤔A study reveals #inequality in #CanopyCover & I'm diving deep into tree heights to see if the greenest cities have the tallest trees!#TreeHeight #BrazilCities #UrbanPlanning #Sustainability #Environment #DeepLearning #ISPRS

Xiaoxiang ZHU (@xiaoxiang_zhu) 's Twitter Profile Photo

Huge congratulations to Dr. Heidler Konrad Heidler for his outstanding work on #deeplearning, #remotesensing & #polarregions. Proud of your achievements and looking forward to your future contributions! 🌍❄️📊 #PhD #ClimateChange #RemoteSensing #AI4EO #ProudSupervisor

Xiaoxiang ZHU (@xiaoxiang_zhu) 's Twitter Profile Photo

🌍 Can we improve urban flood detection with advanced SAR dataset? 🌍 Check out "#UrbanSARFloods" - our new dataset for urban and open-area flood mapping , at #CVPR2024 #EarthVision Workshop! 🛰️📡 Read more: arxiv.org/abs/2406.04111 #FloodMapping #SAR #Sentinel1 #AI4EO

🌍 Can we improve urban flood detection with advanced SAR dataset? 🌍
Check out "#UrbanSARFloods" - our new dataset for urban and open-area flood mapping , at #CVPR2024 #EarthVision Workshop! 🛰️📡
Read more: arxiv.org/abs/2406.04111
#FloodMapping  #SAR #Sentinel1 #AI4EO
Xiaoxiang ZHU (@xiaoxiang_zhu) 's Twitter Profile Photo

🌍 How can we better interpret socioeconomic outcomes from satellite imagery? 🌍 Check our paper, "Contrastive Pretraining for Visual Concept Explanations of Socioeconomic Outcomes," led by Ivica Obadic, accepted by #CVPR2024 EarthVision ! 📊🛰️ Link: arxiv.org/abs/2404.09768

🌍 How can we better interpret socioeconomic outcomes from satellite imagery? 🌍
Check our paper, "Contrastive Pretraining for Visual Concept Explanations of Socioeconomic Outcomes," led by <a href="/ObadicIvica/">Ivica Obadic</a>,  accepted by #CVPR2024 <a href="/EarthVisionWS/">EarthVision</a> ! 📊🛰️

Link: arxiv.org/abs/2404.09768
Xiaoxiang ZHU (@xiaoxiang_zhu) 's Twitter Profile Photo

Happy to share that my PhD student Sugandha Doda successfully defended her PhD thesis on "Population Estimation Utilizing Earth Observation Data"! warmest congrats to Dr. Doda for this great achievement! 🌍📊 #PhDDefense #PopulationEstimation #Congratulations #AI4EO

Happy to share that my PhD student Sugandha Doda successfully defended her PhD thesis on "Population Estimation Utilizing Earth Observation Data"! warmest congrats to Dr. Doda for this great achievement! 🌍📊 #PhDDefense #PopulationEstimation #Congratulations #AI4EO
Xiaoxiang ZHU (@xiaoxiang_zhu) 's Twitter Profile Photo

very happy to talk about perspectives on Earth and climate #FoundationModels at the PhD course on #SSL4EO organized by Nico Lang et al. Other speakers are: Konstantin Klemmer, @JanDirkWegner1, Marc Rußwurm, Randall Balestriero, @brunosan, TheoXiong Register here: ankitkariryaa.github.io/ssl4eo/

Xiaoxiang ZHU (@xiaoxiang_zhu) 's Twitter Profile Photo

Today is the first day of #AI4EOSymposium2024. We are ready to welcome the 140+ registered participants to kick start our exciting two day event organised by International AI Future Lab on AI4EO at the @ed_tum. #AI4EO

Today is the first day of #AI4EOSymposium2024. We are ready to welcome the 140+ registered participants to kick start our exciting two day event organised by <a href="/ai4eo_de/">International AI Future Lab on AI4EO</a> at the @ed_tum. #AI4EO
Xiaoxiang ZHU (@xiaoxiang_zhu) 's Twitter Profile Photo

Excited to dive into #MachineLearning for #EarthObservation? 🌱🌐 Check out this free MOOC: "Introduction to Machine Learning for Earth Observation" being part of #ML4Earth: eo-college.org/courses/introd… link to project: ml4earth.de

Excited to dive into #MachineLearning for #EarthObservation? 🌱🌐 Check out this free MOOC: "Introduction to Machine Learning for Earth Observation" being part of #ML4Earth: eo-college.org/courses/introd…
link to project: ml4earth.de
Xiaoxiang ZHU (@xiaoxiang_zhu) 's Twitter Profile Photo

The Munich Data Science Institute TU München Munich Data Science Institute is offering an attractive Visiting Researchers Program. If you are interested in visiting us International AI Future Lab on AI4EO for joint #AI4EO research, please have a look: mdsi.tum.de/en/mdsi/resear…

The Munich Data Science Institute <a href="/TU_Muenchen/">TU München</a> <a href="/MdsiTum/">Munich Data Science Institute</a> is offering an attractive Visiting Researchers Program. If you are interested in visiting us <a href="/ai4eo_de/">International AI Future Lab on AI4EO</a> for joint #AI4EO research, please have a look: mdsi.tum.de/en/mdsi/resear…
Xiaoxiang ZHU (@xiaoxiang_zhu) 's Twitter Profile Photo

🚀 Our new paper on #PolyGNN, a graph neural network for 3D building reconstruction from point clouds, is out now! 🌍🏙️ It's scalable, accurate, and ready for real-world applications. paper: sciencedirect.com/science/articl… code: github.com/chenzhaiyu/pol… #AI #EO #3D #UrbanModeling

🚀 Our new paper on #PolyGNN, a graph neural network for 3D building reconstruction from point clouds, is out now! 🌍🏙️ It's scalable, accurate, and ready for real-world applications. 
paper: sciencedirect.com/science/articl…
code: github.com/chenzhaiyu/pol…
#AI #EO #3D #UrbanModeling
Xiaoxiang ZHU (@xiaoxiang_zhu) 's Twitter Profile Photo

🚨 Our new paper introduces #FloodCast, a scalable AI-driven system for large-scale flood modeling using satellite data. 🌊🌍 Paper: sciencedirect.com/science/articl… Code: github.com/HydroPML/Flood… #FloodModeling #AI #RemoteSensing #Hydrodynamics #ClimateTech

🚨 Our new paper introduces #FloodCast, a scalable AI-driven system for large-scale flood modeling using satellite data. 🌊🌍
Paper: sciencedirect.com/science/articl…
Code: github.com/HydroPML/Flood…
#FloodModeling #AI #RemoteSensing #Hydrodynamics #ClimateTech
Xiaoxiang ZHU (@xiaoxiang_zhu) 's Twitter Profile Photo

#EarthNets: Empowering #AI4EO our #EarthNets Platform developed Zhu Lab TU München got accepted IEEE Geoscience and Remote Sensing Society #GRSM. paper: ieeexplore.ieee.org/document/10731… platform: earthnets.github.io Main features: 500+ datasets with 10+ attributes, 50+ SOTA models, and 10+libraries

Xiaoxiang ZHU (@xiaoxiang_zhu) 's Twitter Profile Photo

Our latest paper, "Beyond Grid Data: Exploring Graph Neural Networks for Earth Observation" IEEE Geoscience and Remote Sensing Society #GRSM! 🌍 How #GNNs revolutionize #EO applications like weather forecasting, disaster management, and climate analysis? Link: arxiv.org/abs/2411.03223 #AI #GNNs #ClimateTech

Our latest paper, "Beyond Grid Data: Exploring Graph Neural Networks for Earth Observation" <a href="/IEEE_GRSS/">IEEE Geoscience and Remote Sensing Society</a> #GRSM! 🌍 How #GNNs revolutionize #EO applications like weather forecasting, disaster management, and climate analysis?
Link: arxiv.org/abs/2411.03223
#AI #GNNs  #ClimateTech
Xiaoxiang ZHU (@xiaoxiang_zhu) 's Twitter Profile Photo

My lab TU München is seeking applications for a Doctoral Candidate in Self-supervised Learning #ssl of #TimeSeries Data Please apply here by Nov 30th: asg.ed.tum.de/sipeo/jobs/ #AI4EO Zhu Lab International AI Future Lab on AI4EO @ed_tum lab: asg.ed.tum.de/sipeo/home/ git: github.com/zhu-xlab

My lab <a href="/TU_Muenchen/">TU München</a> is seeking applications for a Doctoral Candidate in Self-supervised Learning #ssl of #TimeSeries Data 

Please apply here by Nov 30th: asg.ed.tum.de/sipeo/jobs/

#AI4EO <a href="/Zhu_XLab/">Zhu Lab</a> <a href="/ai4eo_de/">International AI Future Lab on AI4EO</a> @ed_tum

lab: asg.ed.tum.de/sipeo/home/
git: github.com/zhu-xlab
University of Bristol (@bristoluni) 's Twitter Profile Photo

A new study has exposed for the first time the huge loss of glaciers in a global warming hotspot over the past four decades. It also shows the biggest retreat has occurred in recent years. Find out more❄️⬇️ bristol.ac.uk/news/2025/janu… #ClimateChange #glaciology #Arctic

A new study has exposed for the first time the huge loss of glaciers in a global warming hotspot over the past four decades.

It also shows the biggest retreat has occurred in recent years.

Find out more❄️⬇️
bristol.ac.uk/news/2025/janu…

#ClimateChange #glaciology #Arctic
Tian Li (@icetianli) 's Twitter Profile Photo

Excited to share our new paper Nature Communications on the impacts of Arctic warming on Svalbard glaciers! We observed significant glacier retreats and widespread seasonal calving patterns since 1985 driven by rising oceanic and atmospheric temperatures. Read at rdcu.be/d6mpb

Excited to share our new paper <a href="/NatureComms/">Nature Communications</a> on the impacts of Arctic warming on Svalbard glaciers! We observed significant glacier retreats and widespread seasonal calving patterns since 1985 driven by rising oceanic and atmospheric temperatures. Read at rdcu.be/d6mpb