Udayan Khurana

Most-cited papers

Learning Feature Engineering for Classification
Fatemeh Nargesian, Horst Samulowitz, Udayan Khurana, Elias Boutros Khalil +1 more
2017International Joint Conference on Artificial Intelligence314 citations Open access
Semantic Scholar
Feature Engineering for Predictive Modeling using Reinforcement Learning
Udayan Khurana, Horst Samulowitz, D. Turaga
2017AAAI Conference on Artificial Intelligence252 citations Open access
Semantic Scholar
Efficient snapshot retrieval over historical graph data
Udayan Khurana, Amol Deshpande
2012IEEE International Conference on Data Engineering181 citations
Semantic Scholar
How Much Automation Does a Data Scientist Want?
Da-Kuo Wang, Q. Liao, Yunfeng Zhang, Udayan Khurana +4 more
2021arXiv.org60 citations
Semantic Scholar
Storing and Analyzing Historical Graph Data at Scale
Udayan Khurana, Amol Deshpande
2015International Conference on Extending Database Technology52 citations
Semantic Scholar
GraphGen: Exploring Interesting Graphs in Relational Data
Konstantinos Xirogiannopoulos, Udayan Khurana, Amol Deshpande
2015Proceedings of the VLDB Endowment37 citations
Semantic Scholar
Automated Feature Enhancement for Predictive Modeling using External Knowledge
Sainyam Galhotra, Udayan Khurana, Oktie Hassanzadeh, Kavitha Srinivas +2 more
20192019 International Conference on Data Mining Workshops (ICDMW)35 citations
Semantic Scholar
Semantic Search over Structured Data
Sainyam Galhotra, Udayan Khurana
2020International Conference on Information and Knowledge Management26 citations
Semantic Scholar
Automated Data Science for Relational Data
Hoang Thanh Lam, Beat Buesser, Hong Min, Minh-Ngoc Tran +6 more
2021IEEE International Conference on Data Engineering23 citations
Semantic Scholar
Automating Feature Engineering
Udayan Khurana, Fatemeh Nargesian, Horst Samulowitz, Elias Khalil +1 more
201622 citations
Semantic Scholar
Cognito: Automated Feature Engineering for Supervised Learning
Udayan Khurana, D. Turaga, Horst Samulowitz, Srinivasan Parthasrathy
20162016 IEEE 16th International Conference on Data Mining Workshops (ICDMW)21 citations
Semantic Scholar
Speeding Up Network Layout and Centrality Measures for Social Computing Goals
Puneet Sharma, Udayan Khurana, B. Shneiderman, Max Scharrenbroich +1 more
2011Social Computing, Behavioral Modeling, and Prediction21 citations
Semantic Scholar
How can AI Automate End-to-End Data Science?
C. Aggarwal, Djallel Bouneffouf, Horst Samulowitz, Beat Buesser +8 more
2019arXiv.org17 citations
Semantic Scholar
Visual Analysis of Temporal Trends in Social Networks Using Edge Color Coding and Metric Timelines
Udayan Khurana, Viet-An Nguyen, H. Cheng, Jae-wook Ahn +2 more
20112011 IEEE Third International Conference on Privacy, Security, Risk and Trust and 2011 IEEE Third International Conference on Social Computing17 citations
Semantic Scholar
Crosslingual location search
Tanuja Joshi, Joseph M. Joy, Tobias Kellner, Udayan Khurana +2 more
2008Annual International ACM SIGIR Conference on Research and Development in Information Retrieval17 citations
Semantic Scholar
Text Compression and Superfast Searching
Udayan Khurana, Anirudh Koul
2005arXiv.org17 citations
Semantic Scholar
Semantic Concept Annotation for Tabular Data
Udayan Khurana, Sainyam Galhotra
2021International Conference on Information and Knowledge Management15 citations
Semantic Scholar
Semantic Annotation for Tabular Data
Udayan Khurana, Sainyam Galhotra
2020arXiv.org12 citations
Semantic Scholar
Transformation-based Feature Engineering in Supervised Learning: Strategies toward Automation
Udayan Khurana
201810 citations
Semantic Scholar
Automated Relational Data Explanation using External Semantic Knowledge
Sainyam Galhotra, Udayan Khurana
2022Proceedings of the VLDB Endowment8 citations
Semantic Scholar
READ: Rapid data Exploration, Analysis and Discovery
Udayan Khurana, S. Parthasarathy, D. Turaga
2014International Conference on Extending Database Technology8 citations
Semantic Scholar
Survey on Automated End-to-End Data Science?
Djallel Bouneffouf, C. Aggarwal, T. Hoang, Udayan Khurana +8 more
2020IEEE International Joint Conference on Neural Network7 citations
Semantic Scholar
Incorporating Signal Awareness in Source Code Modeling: An Application to Vulnerability Detection
Sahil Suneja, Yu-Fan Zhuang, Yun-Hui Zheng, J. Laredo +2 more
2023ACM Transactions on Software Engineering and Methodology6 citations Open access
Semantic Scholar
Semantic Feature Discovery with Code Mining and Semantic Type Detection
Kavitha Srinivas, T. Tateishi, D. Weidele, Udayan Khurana +4 more
2022AAAI Conference on Artificial Intelligence6 citations Open access
Semantic Scholar
Dataset Evolver: An Interactive Feature Engineering Notebook
Fatemeh Nargesian, Udayan Khurana, Tejaswini Pedapati, Horst Samulowitz +1 more
2018AAAI Conference on Artificial Intelligence6 citations Open access
Semantic Scholar
FAQ: A Framework for Fast Approximate Query Processing on Temporal Data
Udayan Khurana, S. Parthasarathy, D. Turaga
2014BigMine6 citations
Semantic Scholar
An Introduction to Temporal Graph Data Management
Udayan Khurana
20126 citations
Semantic Scholar
Optimizing Display Advertisements Based on Historic User Trails
Neha Gupta, Udayan Khurana, Y. Lee, Sandeep Nawathe
20116 citations
Semantic Scholar
NumJoin: Discovering Numeric Joinable Tables with Semantically Related Columns
Pranav Subramaniam, Udayan Khurana, Kavitha Srinivas, Horst Samulowitz
2023International Conference on Information and Knowledge Management5 citations Open access
Semantic Scholar
HiNGE: enabling temporal network analytics at scale
Udayan Khurana, Amol Deshpande
2013ACM SIGMOD Conference5 citations
Semantic Scholar
Autonomous Predictive Modeling via Reinforcement Learning
Udayan Khurana, Horst Samulowitz
2020International Conference on Information and Knowledge Management4 citations
Semantic Scholar
Automating Predictive Modeling Process using Reinforcement Learning
Udayan Khurana, Horst Samulowitz
2019arXiv.org4 citations
Semantic Scholar
Graph-based Exploration of Non-graph Datasets
Udayan Khurana, S. Parthasarathy, D. Turaga
2016Proceedings of the VLDB Endowment4 citations
Semantic Scholar
Table Retrieval using LLMs and Semantic Table Similarity
Udayan Khurana, Sahil Suneja, Horst Samulowitz
2025The Web Conference3 citations Open access
Semantic Scholar
Towards Feature Engineering with Human and AI’s Knowledge: Understanding Data Science Practitioners’ Perceptions in Human&AI-Assisted Feature Engineering Design
Qian Zhu, Da-Kuo Wang, Shuai Ma, A. Y. Wang +3 more
2024Conference on Designing Interactive Systems3 citations Open access
Semantic Scholar
A Vision for Semantically Enriched Data Science
Udayan Khurana, Kavitha Srinivas, Sainyam Galhotra, Horst Samulowitz
2023arXiv.org3 citations Open access
Semantic Scholar
A Survey on Semantics in Automated Data Science
Udayan Khurana, Kavitha Srinivas, Horst Samulowitz
2022arXiv.org3 citations Open access
Semantic Scholar
Code Vulnerability Detection via Signal-Aware Learning
Sahil Suneja, Yu-Fan Zhuang, Yun-Hui Zheng, J. Laredo +2 more
2023European Symposium on Security and Privacy2 citations
Semantic Scholar
Historical Graph Management
Udayan Khurana, Amol Deshpande
2019Encyclopedia of Big Data Technologies2 citations
Semantic Scholar
Speeding up Network Layout and Centrality Measures with NodeXL and the Nvidia CUDA Technology
Puneet Sharma, Udayan Khurana, B. Shneiderman, Max Scharrenbroich +1 more
20102 citations
Semantic Scholar
Data Understanding for Agents using Schema Grounding
Udayan Khurana
2026DEEM@SIGMOD1 citations Open access
Semantic Scholar
SemFORMS: Automatic Generation of Semantic Transforms By Mining Data Science Code
I. Abdelaziz, Julian Dolby, Udayan Khurana, Horst Samulowitz +1 more
2023International Joint Conference on Artificial Intelligence1 citations Open access
Semantic Scholar
DataRinse: Semantic Transforms for Data preparation based on Code Mining
I. Abdelaziz, Julian T Dolby, Udayan Khurana, Horst Samulowitz +1 more
2023Proceedings of the VLDB Endowment1 citations
Semantic Scholar
Related Table Search for Numeric data using Large Language Models and Enterprise Knowledge Graphs
Pranav Subramaniam, Udayan Khurana, Kavitha Srinivas, Horst Samulowitz
2023EKG-LLM@CIKM1 citations
Semantic Scholar
Using Patterns to Generate Prime Numbers
Udayan Khurana, Anirudh Koul
2005International Conference on Advances in Pattern Recognition1 citations
Semantic Scholar
Autonomous Data Processing using Meta-Agents
Udayan Khurana
2026arXiv.org0 citations
Semantic Scholar
IBM AutoAI: Human-in-the-Loop Automated Machine Learning Supports Data Scientists to Build Better Models
Da-Kuo Wang, Josh Andres, Justin D. Weisz, Erick Oduor +6 more
2020DaSH@KDD0 citations
Semantic Scholar
Engineering for Predictive Modeling using Reinforcement Learning
Udayan Khurana, Horst Samulowitz, D. Turaga
20170 citations
Semantic Scholar
Historical Graph Data Management
Udayan Khurana
20150 citations
Semantic Scholar
NetEvViz : Extending NodeXL for Dynamic Network Visualization
Udayan Khurana, Viet-An Nguyen, H. Cheng, Stephen Chen
20110 citations
Semantic Scholar