Publications

147 results for Data Management

Evolution of catalysis at IBM: From microelectronics to biomedicine to sustainability with AI-driven innovation
- - James Hedrick
  - Tim Erdmann
  - et al.
- 2025
- ACS Spring 2025
Preparing Good Data for Generative AI: Challenges and Approaches (Good-Data)
- - David Vazquez
  - Laure Berti-equille
  - et al.
- 2025
- AAAI 2025
Question-guided Insights Generation for Automated Exploratory Data Analysis
- - Abhijit Manatkar
  - Akella Ashlesha
  - et al.
- 2025
- AAAI 2025
Data Wrangling task automation using Code-Generating Language Models
- - Akella Ashlesha
  - Krishnasuri Narayanam
- 2025
- AAAI 2025
PerSSD: Persistent, Shared, and Scalable Data with Node-Local Storage for Scientific Workflows in Cloud Infrastructure
- - Paula Olaya
  - Sophia Wen
  - et al.
- 2024
- Big Data 2024
Vector Quantization with Sorting Transformation
- - Hongzhi Wang
  - Tanveer Syeda-Mahmood
- 2024
- Big Data 2024
TabSketchFM: Sketch-based Tabular Representation Learning for Data Discovery over Data Lakes
- - Aamod Khatiwada
  - Harsha Kokel
  - et al.
- 2024
- NeurIPS 2024
Consistency-based Black-box Uncertainty Quantification for Text-to-SQL
- - Debarun Bhattacharjya
  - Balaji Ganesan
  - et al.
- 2024
- NeurIPS 2024
TensorLakeHouse: A High-Performance, Open-Source Platform for Accelerated Geospatial Data Management with Hierarchical Statistical Indices
- - Romeo Kienzler
  - Leonardo P. Tizzei
  - et al.
- 2024
- AGU 2024
Adapting LLMs for Structured Natural Language API Integration
- - Robin Chan
  - Katya Mirylenka
  - et al.
- 2024
- EMNLP 2024