Call for Papers
We welcome both novel contributions as well as recently published work relevant to the workshop. If there is any question of fit, please feel free to contact the organizers at ana.kostovska@ijs.si.
The paper submission deadline is midnight (23:59), Monday, September 14, 2026 (anywhere on Earth).
All accepted papers will be hosted on the website of the workshop. There will be no formal proceedings.
Topics of Interest
The workshop welcomes contributions on topics including, but not limited to:
- AutoML for Earth Observation (including, but not limited to: Hyperparameter optimization, neural architecture search, workflow optimization)
- NAS and AutoML for onboard AI
- Domain gap measurements and adaptation for EO
- Agentic workflows in relation to AutoML for Earth Observation
- Agentic workflows in relation to NAS for Earth Observation
- Algorithm and Meta-learning for EO tasks
- Hardware-aware architecture search
- Benchmark suites and benchmark design
- EO Foundation model evaluation
- OpenML/OpenEO integration
- Trustworthy and reproducible evaluation for EO
- FAIR data and model descriptions for Earth Observation
- Ontologies and controlled vocabularies for EO datasets, models, and tasks
- Knowledge graphs for EO AI artifacts and evaluation results
- Semantic interoperability across EO benchmark repositories
- Model cards, dataset cards, and standardised metadata for EO AI
Important Dates
- Paper Submission Deadline: Monday, August 31, 2026, 23:59 (anywhere on Earth)
Monday, September 14, 2026, 23:59 (anywhere on Earth) - Paper Author Notification: September 15, 2026
- Workshop: October 1, 2026
Submission Guidelines
We invite extended abstracts of up to 4 pages, excluding references. The page limit is indicative.
Submissions should be formatted according to the LaTeX template available at github.com/automl-conf/LatexTemplate.
Review will be single-blind.
ABOSI4EU 2026 will use The Microsoft CMT service to manage the peer-reviewing process for this conference. The Microsoft CMT service will be used for managing the peer-reviewing process for this conference. This service was provided for free by Microsoft and they bore all expenses, including costs for Azure cloud services as well as for software development and support.
Papers are submitted through the workshop’s CMT site: https://cmt3.research.microsoft.com/ABOSIforEO2026/.