Publications

179 results for Data Management

DFAgent: From Natural Language Data Interactions to Reusable Agent-Ready Tools
- - Neelamadhav Gantayat
  - Renuka Sindhgatta
  - et al.
- 2026
- AAAI 2026
Demo paper
Retrieval with Multiple Query Vectors through Anomalous Pattern Detection
- - Allassan Tchangmena A Nken
  - Baimam Jean Jaques Boukar
  - et al.
- 2026
- AAAI 2026
Workshop paper
Filling the Gaps: Expert-Informed Multimodal Species Distribution Modeling for Data-Sparse Regions
- - Elena Sierra
  - Levente Klein
  - et al.
- 2025
- AGU 2025
Poster
AI Based Data Fusion for Multimodal Three Dimensional Geospatial Methane Data Cube Generation
- - Levente Klein
  - Hendrik Hamann
  - et al.
- 2025
- AGU 2025
Poster
Foundation Model for Reconstruction of Missing Data in TROPOMI Sentinel-5P Greenhouse Data Products
- - Gabby Nyirjesy
  - Maciel Zortea
  - et al.
- 2025
- AGU 2025
Poster
ConstrainedSQL: Training LLMs for Text2SQL via Constrained Reinforcement Learning
- - Weiqin Chen
  - Nhan Pham
  - et al.
- 2025
- NeurIPS 2025
Workshop paper
Robust Pre-Training of Time-Series Foundation Models
- - Takayuki Katsuki
  - Tomoya Sakai
  - et al.
- 2025
- IBISML 2025
Poster
Early Classification method with Time-series Foundation Models
- - Shingo Higashiguchi
  - Takayuki Katsuki
  - et al.
- 2025
- IBISML 2025
Poster
Agentic Control Center for Data Product Optimization
- - Priyadarshini Tamilselvan
  - Greg Bramble
  - et al.
- 2025
- ICDM 2025
Workshop paper
Automatic Prompt Engineering with No Task Cues and No Tuning
- - Md Faisal Mahbub Chowdhury
  - Nandana Mihindukulasooriya
  - et al.
- 2025
- ICDM 2025
Workshop paper