Table Retrieval using LLMs and Semantic Table Similarity
- Udayan Khurana
- Sahil Suneja
- et al.
- 2025
- WWW 2025
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Towards Feature Engineering with Human and AI’s Knowledge: Understanding Data Science Practitioners’ Perceptions in Human&AI-Assisted Feature Engineering Design
- Qian Zhu
- Dakuo Wang
- et al.
- 2024
- DIS 2024
Towards Feature Engineering with Human and AI’s Knowledge: Understanding Data Science Practitioners’ Perceptions in Human&AI-Assisted Feature Engineering Design
- Qian Zhu
- Dakuo Wang
- et al.
- 2024
- DIS 2024
Related Table Search for Numeric data using Large Language Models and Enterprise Knowledge Graphs
- Pranav Subramaniam
- Udayan Khurana
- et al.
- 2023
- CIKM 2023
NumJoin: Discovering Numeric Joinable Tables with Semantically Related Columns
- Pranav Subramaniam
- Udayan Khurana
- et al.
- 2023
- CIKM 2023
Incorporating Signal Awareness in Source Code Modeling: An Application to Vulnerability Detection
- Sahil Suneja
- Yufan Zhuang
- et al.
- 2023
- ACM TOSEM
DataRinse: Semantic Transforms for Data preparation based on Code Mining
- Ibrahim Abdelaziz
- Julian Dolby
- et al.
- 2023
- VLDB 2023
SemFORMS: Automatic Generation of Semantic Transforms By Mining Data Science Code
- Ibrahim Abdelaziz
- Julian Dolby
- et al.
- 2023
- IJCAI 2023
Code Vulnerability Detection via Signal-Aware Learning
- Sahil Suneja
- Yufan Zhuang
- et al.
- 2023
- EuroS&P 2023
Automated Relational Data Explanation using External Semantic Knowledge
- Sainyam Galhotra
- Udayan Khurana
- 2022
- VLDB 2022