Udayan Khurana

Publications

• 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

• Semantic Feature Discovery with Code Mining and Semantic Type Detection

  • • Kavitha Srinivas
    • Takaaki Tateishi
    • et al.
  • 2022
  • AAAI 2022

• Semantic Concept Annotation for Tabular Data

  • • Udayan Khurana
    • Sainyam Galhotra
  • 2021
  • CIKM 2021