Udayan Khurana

Title

Senior Research Scientist

Bio

Udayan Khurana works on Automated Machine Learning and Semantic Data Science. He received a Ph.D. in 2015 from the University of Maryland.

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
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

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Patents

- 06 Mar 2023
- US
- 11599826
Knowledge Aided Feature Engineering
- 28 Jun 2021
- US
- 11048718
Methods And Systems For Feature Engineering

Blog posts

Leveraging semantics to build better AI solutions
Deep Dive
Udayan Khurana, Takaaki Tateishi, Daniel Karl I. Weidele, and Kavitha Srinivas
01 Mar 2022
5 minute read
- AI

Top collaborators

Jim Laredo

Distinguished Engineer, AI for Automation

Ibrahim Abdelaziz

Senior Research Scientist

Lisa Amini

DE, Director - IBM Research Cambridge; AI Automation & Scaling; AIHN

Daniel Karl I. Weidele

Agentic Engineering