The Pitfalls of Underspecified Workloads in Benchmarking
- John Lewars
- John Divirgilio
- et al.
- 2026
- FAST 2026
Poster
Publications
181 results for Data Management
QueryGym: Step-by-Step Interaction with Relational Databases
- Haritha Ananthakrishnan
- Harsha Kokel
- et al.
- 2026
- AAAI 2026
Demo paperDFAgent: From Natural Language Data Interactions to Reusable Agent-Ready Tools
- 2026
- AAAI 2026
Demo paperRetrieval with Multiple Query Vectors through Anomalous Pattern Detection
- Allassan Tchangmena A Nken
- Baimam Jean Jaques Boukar
- et al.
- 2026
- AAAI 2026
Workshop paperFilling the Gaps: Expert-Informed Multimodal Species Distribution Modeling for Data-Sparse Regions
- Elena Sierra
- Levente Klein
- et al.
- 2025
- AGU 2025
PosterAI Based Data Fusion for Multimodal Three Dimensional Geospatial Methane Data Cube Generation
- Levente Klein
- Hendrik Hamann
- et al.
- 2025
- AGU 2025
PosterFoundation Model for Reconstruction of Missing Data in TROPOMI Sentinel-5P Greenhouse Data Products
- Gabby Nyirjesy
- Maciel Zortea
- et al.
- 2025
- AGU 2025
PosterConstrainedSQL: Training LLMs for Text2SQL via Constrained Reinforcement Learning
- Weiqin Chen
- Nhan Pham
- et al.
- 2025
- NeurIPS 2025
Workshop paperRobust Pre-Training of Time-Series Foundation Models
- 2025
- IBISML 2025
PosterEarly Classification method with Time-series Foundation Models
- Shingo Higashiguchi
- Takayuki Katsuki
- et al.
- 2025
- IBISML 2025
Poster