Udayan Khurana

ORCID

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 30

Top Venues

University of Maryland, College Park, MD, USA (PHD)

Education History

University of Maryland, College Park, MD, USA

PHD

Publications

Qian Zhu, Dakuo Wang, Shuai Ma, April Yi Wang, Zixin Chen, Udayan Khurana, Xiaojuan Ma
Towards Feature Engineering with Human and AI's Knowledge: Understanding Data Science Practitioners' Perceptions in Human&AI-Assisted Feature Engineering Design. CoRR (2024)
Qian Zhu, Dakuo Wang, Shuai Ma, April Yi Wang, Zixin Chen, Udayan Khurana, Xiaojuan Ma
Towards Feature Engineering with Human and AI's Knowledge: Understanding Data Science Practitioners' Perceptions in Human&AI-Assisted Feature Engineering Design. Conference on Designing Interactive Systems (2024)
Sahil Suneja, Yufan Zhuang, Yunhui Zheng, Jim Laredo, Alessandro Morari, Udayan Khurana
Code Vulnerability Detection via Signal-Aware Learning. EuroS&P (2023)
Pranav Subramaniam, Udayan Khurana, Kavitha Srinivas, Horst Samulowitz
Related Table Search for Numeric data using Large Language Models and Enterprise Knowledge Graphs. EKG-LLM@CIKM (2023)
Pranav Subramaniam, Udayan Khurana, Kavitha Srinivas, Horst Samulowitz
NumJoin: Discovering Numeric Joinable Tables with Semantically Related Columns. CIKM (2023)
Udayan Khurana, Kavitha Srinivas, Sainyam Galhotra, Horst Samulowitz
A Vision for Semantically Enriched Data Science. CoRR (2023)
Sahil Suneja, Yufan Zhuang, Yunhui Zheng, Jim Laredo, Alessandro Morari, Udayan Khurana
Incorporating Signal Awareness in Source Code Modeling: An Application to Vulnerability Detection. ACM Trans. Softw. Eng. Methodol. 32 (6) (2023)
Ibrahim Abdelaziz, Julian Dolby, Udayan Khurana, Horst Samulowitz, Kavitha Srinivas
DataRinse: Semantic Transforms for Data preparation based on Code Mining. Proc. VLDB Endow. 16 (12) (2023)
Ibrahim Abdelaziz, Julian Dolby, Udayan Khurana, Horst Samulowitz, Kavitha Srinivas
SemFORMS: Automatic Generation of Semantic Transforms By Mining Data Science Code. IJCAI (2023)
Kavitha Srinivas, Takaaki Tateishi, Daniel Karl I. Weidele, Udayan Khurana, Horst Samulowitz, Toshihiro Takahashi, Dakuo Wang, Lisa Amini
Semantic Feature Discovery with Code Mining and Semantic Type Detection. AAAI (2022)
Udayan Khurana, Kavitha Srinivas, Horst Samulowitz
A Survey on Semantics in Automated Data Science. CoRR (2022)
Sainyam Galhotra, Udayan Khurana
Automated Relational Data Explanation using External Semantic Knowledge. Proc. VLDB Endow. 15 (12) (2022)
Udayan Khurana, Sainyam Galhotra
Semantic Concept Annotation for Tabular Data. CIKM (2021)
Hoang Thanh Lam, Beat Buesser, Hong Min, Tran Ngoc Minh, Martin Wistuba, Udayan Khurana, Gregory Bramble, Theodoros Salonidis, Dakuo Wang, Horst Samulowitz
Automated Data Science for Relational Data. ICDE (2021)
Dakuo Wang, Q. Vera Liao, Yunfeng Zhang, Udayan Khurana, Horst Samulowitz, Soya Park, Michael J. Muller, Lisa Amini
How Much Automation Does a Data Scientist Want? CoRR (2021)
Djallel Bouneffouf, Charu C. Aggarwal, Thanh Hoang, Udayan Khurana, Horst Samulowitz, Beat Buesser, Sijia Liu, Tejaswini Pedapati, Parikshit Ram, Ambrish Rawat, Martin Wistuba, Alexander G. Gray
Survey on Automated End-to-End Data Science? IJCNN (2020)
Sainyam Galhotra, Udayan Khurana
Semantic Search over Structured Data. CIKM (2020)
Udayan Khurana, Sainyam Galhotra
Semantic Annotation for Tabular Data. CoRR (2020)
Udayan Khurana, Horst Samulowitz
Autonomous Predictive Modeling via Reinforcement Learning. CIKM (2020)
Dakuo Wang, Josh Andres, Justin D. Weisz, Erick Oduor, Udayan Khurana, Horst Samulowitz, Arunima Chaudhary, Abel N. Valente, Dustin Ramsey Torres, Casey Dugan
IBM AutoAI: Human-in-the-Loop Automated Machine Learning Supports Data Scientists to Build Better Models. DaSH@KDD (2020)
Udayan Khurana, Horst Samulowitz
Automating Predictive Modeling Process using Reinforcement Learning. CoRR (2019)
Sainyam Galhotra, Udayan Khurana, Oktie Hassanzadeh, Kavitha Srinivas, Horst Samulowitz, Miao Qi
Automated Feature Enhancement for Predictive Modeling using External Knowledge. ICDM Workshops (2019)
Charu C. Aggarwal, Djallel Bouneffouf, Horst Samulowitz, Beat Buesser, Thanh Hoang, Udayan Khurana, Sijia Liu, Tejaswini Pedapati, Parikshit Ram, Ambrish Rawat, Martin Wistuba, Alexander G. Gray
How can AI Automate End-to-End Data Science? CoRR (2019)
Udayan Khurana, Horst Samulowitz, Deepak S. Turaga
Feature Engineering for Predictive Modeling Using Reinforcement Learning. AAAI (2018)
Fatemeh Nargesian, Udayan Khurana, Tejaswini Pedapati, Horst Samulowitz, Deepak S. Turaga
Dataset Evolver: An Interactive Feature Engineering Notebook. AAAI (2018)
Udayan Khurana, Horst Samulowitz, Deepak S. Turaga
Feature Engineering for Predictive Modeling using Reinforcement Learning. CoRR (2017)
Fatemeh Nargesian, Horst Samulowitz, Udayan Khurana, Elias B. Khalil, Deepak S. Turaga
Learning Feature Engineering for Classification. IJCAI (2017)
Udayan Khurana, Srinivasan Parthasarathy, Deepak S. Turaga
Graph-based Exploration of Non-graph Datasets. Proc. VLDB Endow. 9 (13) (2016)
Udayan Khurana, Amol Deshpande
Storing and Analyzing Historical Graph Data at Scale. EDBT (2016)
Udayan Khurana, Deepak S. Turaga, Horst Samulowitz, Srinivasan Parthasrathy
Cognito: Automated Feature Engineering for Supervised Learning. ICDM Workshops (2016)
Konstantinos Xirogiannopoulos, Udayan Khurana, Amol Deshpande
GraphGen: Exploring Interesting Graphs in Relational Data. Proc. VLDB Endow. 8 (12) (2015)
Udayan Khurana, Amol Deshpande
Storing and Analyzing Historical Graph Data at Scale. CoRR (2015)
Udayan Khurana, Srinivasan Parthasarathy, Deepak S. Turaga
READ: Rapid data Exploration, Analysis and Discovery. EDBT (2014)
Udayan Khurana, Srinivasan Parthasarathy, Deepak S. Turaga
FAQ: A Framework for Fast Approximate Query Processing on Temporal Data. BigMine (2014)
Udayan Khurana, Amol Deshpande
HiNGE: enabling temporal network analytics at scale. SIGMOD Conference (2013)
Udayan Khurana, Amol Deshpande
Efficient snapshot retrieval over historical graph data. ICDE (2013)
Udayan Khurana, Amol Deshpande
Efficient Snapshot Retrieval over Historical Graph Data CoRR (2012)
Puneet Sharma, Udayan Khurana, Ben Shneiderman, Max Scharrenbroich, John Locke
Speeding Up Network Layout and Centrality Measures for Social Computing Goals. SBP (2011)
Udayan Khurana, Viet-An Nguyen, Hsueh-Chien Cheng, Jae-wook Ahn, Xi (Stephen) Chen, Ben Shneiderman
Visual Analysis of Temporal Trends in Social Networks Using Edge Color Coding and Metric Timelines. SocialCom/PASSAT (2011)
Tanuja Joshi, Joseph Joy, Tobias Kellner, Udayan Khurana, A. Kumaran, Vibhuti S. Sengar
Crosslingual location search. SIGIR (2008)
Udayan Khurana, Anirudh Koul
Text Compression and Superfast Searching CoRR (2005)
Udayan Khurana, Anirudh Koul
Using Patterns to Generate Prime Numbers. ICAPR (1) (2005)

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Publication Activity (10 Years)

Top Topics

Top Venues

Udayan Khurana