Publications

160 results for Data Management

Foundation Model for Reconstruction of Missing Data in TROPOMI Sentinel-5P Greenhouse Data Products
- - Gabby Nyirjesy
  - Maciel Zortea
  - et al.
- 2025
- AGU 2025
AI Based Data Fusion for Multimodal Three Dimensional Geospatial Methane Data Cube Generation
- - Levente Klein
  - Hendrik Hamann
  - et al.
- 2025
- AGU 2025
Learn more about our Data Management work
Filling the Gaps: Expert-Informed Multimodal Species Distribution Modeling for Data-Sparse Regions
- - Elena Sierra
  - Levente Klein
  - et al.
- 2025
- AGU 2025
ConstrainedSQL: Training LLMs for Text2SQL via Constrained Reinforcement Learning
- - Weiqin Chen
  - Nhan Pham
  - et al.
- 2025
- NeurIPS 2025
Lowering the Barrier: A Science Gateway for Scalable Machine Learning
- - Vismayak Mohanarajan
  - Luigi Marini
  - et al.
- 2025
- eScience 2025
A Learned Cost Model-based Cross-engine Optimizer for SQL Workloads
- - Andras Strausz
  - Niels Pardon
  - et al.
- 2025
- VLDB 2025
TOPJoin: A Context-Aware Multi-Criteria Approach for Joinable Column Search
- - Harsha Kokel
  - Aamod Khatiwada
  - et al.
- 2025
- VLDB 2025
3rd International Workshop on Tabular Data Analysis (TaDA)
- - Vasilis Efthymiou
  - Oktie Hassanzadeh
  - et al.
- 2025
- VLDB 2025
SSD controller architecture for similarity search in Vector DBs
- - Roman Pletka
  - Jovan Blanusa
  - et al.
- 2025
- FMS 2025
BI-Bench : A Comprehensive Benchmark Dataset and Unsupervised Evaluation for BI Systems
- - Ankush Gupta
  - Aniya Aggarwal
  - et al.
- 2025
- ACL 2025