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
Udayan Khurana
Title
Senior Research Scientist
Publications
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
Patents
- US
- 11599826
- US
- 11048718
Blog posts
Leveraging semantics to build better AI solutions
Deep DiveUdayan Khurana, Takaaki Tateishi, Daniel Karl I. Weidele, and Kavitha Srinivas5 minute read
Top collaborators
JL
Jim Laredo
Distinguished Engineer, AI for Automation
IA
Ibrahim Abdelaziz
Senior Research Scientist
LA
Lisa Amini
DE, Director - IBM Research Cambridge; AI Automation & Scaling; AIHN
DW
Daniel Karl I. Weidele
Agentic Engineering