Udayan Khurana

46 papers A* 8A 6B 3Journal 17Unranked 10

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Autonomous Data Processing using Meta-Agents. CoRR Udayan Khurana
2025	—	`conf`	Table Retrieval using LLMs and Semantic Table Similarity. WWW (Companion Volume) Udayan Khurana, Sahil Suneja, Horst Samulowitz
2024	A	`conf`	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 Qian Zhu, Dakuo Wang, Shuai Ma, April Yi Wang, Zixin Chen, Udayan Khurana, Xiaojuan Ma
2024	J	`jnl`	Towards Feature Engineering with Human and AI's Knowledge: Understanding Data Science Practitioners' Perceptions in Human&AI-Assisted Feature Engineering Design. CoRR Qian Zhu, Dakuo Wang, Shuai Ma, April Yi Wang, Zixin Chen, Udayan Khurana, Xiaojuan Ma
2023	J	`jnl`	A Vision for Semantically Enriched Data Science. CoRR Udayan Khurana, Kavitha Srinivas, Sainyam Galhotra, Horst Samulowitz
2023	A	`conf`	Code Vulnerability Detection via Signal-Aware Learning. EuroS&P Sahil Suneja, Yufan Zhuang, Yunhui Zheng, Jim Laredo, Alessandro Morari, Udayan Khurana
2023	J	`jnl`	DataRinse: Semantic Transforms for Data preparation based on Code Mining. Proc. VLDB Endow. Ibrahim Abdelaziz, Julian Dolby, Udayan Khurana, Horst Samulowitz, Kavitha Srinivas
2023	J	`jnl`	Incorporating Signal Awareness in Source Code Modeling: An Application to Vulnerability Detection. ACM Trans. Softw. Eng. Methodol. Sahil Suneja, Yufan Zhuang, Yunhui Zheng, Jim Laredo, Alessandro Morari, Udayan Khurana
2023	A	`conf`	NumJoin: Discovering Numeric Joinable Tables with Semantically Related Columns. CIKM Pranav Subramaniam, Udayan Khurana, Kavitha Srinivas, Horst Samulowitz
2023	—	`conf`	Related Table Search for Numeric data using Large Language Models and Enterprise Knowledge Graphs. EKG-LLM@CIKM Pranav Subramaniam, Udayan Khurana, Kavitha Srinivas, Horst Samulowitz
2023	A*	`conf`	SemFORMS: Automatic Generation of Semantic Transforms By Mining Data Science Code. IJCAI Ibrahim Abdelaziz, Julian Dolby, Udayan Khurana, Horst Samulowitz, Kavitha Srinivas
2022	J	`jnl`	A Survey on Semantics in Automated Data Science. CoRR Udayan Khurana, Kavitha Srinivas, Horst Samulowitz
2022	J	`jnl`	Automated Relational Data Explanation using External Semantic Knowledge. Proc. VLDB Endow. Sainyam Galhotra, Udayan Khurana
2022	A*	`conf`	Semantic Feature Discovery with Code Mining and Semantic Type Detection. AAAI Kavitha Srinivas, Takaaki Tateishi, Daniel Karl I. Weidele, Udayan Khurana, Horst Samulowitz, Toshihiro Takahashi, Dakuo Wang, Lisa Amini
2021	A*	`conf`	Automated Data Science for Relational Data. ICDE Hoang Thanh Lam, Beat Buesser, Hong Min, Tran Ngoc Minh, Martin Wistuba, Udayan Khurana, Gregory Bramble, Theodoros Salonidis, Dakuo Wang, Horst Samulowitz
2021	J	`jnl`	How Much Automation Does a Data Scientist Want? CoRR Dakuo Wang, Q. Vera Liao, Yunfeng Zhang, Udayan Khurana, Horst Samulowitz, Soya Park, Michael J. Muller, Lisa Amini
2021	A	`conf`	Semantic Concept Annotation for Tabular Data. CIKM Udayan Khurana, Sainyam Galhotra
2020	A	`conf`	Autonomous Predictive Modeling via Reinforcement Learning. CIKM Udayan Khurana, Horst Samulowitz
2020	—	`conf`	IBM AutoAI: Human-in-the-Loop Automated Machine Learning Supports Data Scientists to Build Better Models. DaSH@KDD Dakuo Wang, Josh Andres, Justin D. Weisz, Erick Oduor, Udayan Khurana, Horst Samulowitz, Arunima Chaudhary, Abel N. Valente, Dustin Ramsey Torres, Casey Dugan
2020	J	`jnl`	Semantic Annotation for Tabular Data. CoRR Udayan Khurana, Sainyam Galhotra
2020	A	`conf`	Semantic Search over Structured Data. CIKM Sainyam Galhotra, Udayan Khurana
2020	B	`conf`	Survey on Automated End-to-End Data Science? IJCNN 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
2019	—	`conf`	Automated Feature Enhancement for Predictive Modeling using External Knowledge. ICDM Workshops Sainyam Galhotra, Udayan Khurana, Oktie Hassanzadeh, Kavitha Srinivas, Horst Samulowitz, Miao Qi
2019	J	`jnl`	Automating Predictive Modeling Process using Reinforcement Learning. CoRR Udayan Khurana, Horst Samulowitz
2019	—	`ch.`	Historical Graph Management. Encyclopedia of Big Data Technologies Udayan Khurana, Amol Deshpande
2019	J	`jnl`	How can AI Automate End-to-End Data Science? CoRR 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
2018	A*	`conf`	Dataset Evolver: An Interactive Feature Engineering Notebook. AAAI Fatemeh Nargesian, Udayan Khurana, Tejaswini Pedapati, Horst Samulowitz, Deepak S. Turaga
2018	A*	`conf`	Feature Engineering for Predictive Modeling Using Reinforcement Learning. AAAI Udayan Khurana, Horst Samulowitz, Deepak S. Turaga
2017	J	`jnl`	Feature Engineering for Predictive Modeling using Reinforcement Learning. CoRR Udayan Khurana, Horst Samulowitz, Deepak S. Turaga
2017	A*	`conf`	Learning Feature Engineering for Classification. IJCAI Fatemeh Nargesian, Horst Samulowitz, Udayan Khurana, Elias B. Khalil, Deepak S. Turaga
2016	—	`conf`	Cognito: Automated Feature Engineering for Supervised Learning. ICDM Workshops Udayan Khurana, Deepak S. Turaga, Horst Samulowitz, Srinivasan Parthasrathy
2016	J	`jnl`	Graph-based Exploration of Non-graph Datasets. Proc. VLDB Endow. Udayan Khurana, Srinivasan Parthasarathy, Deepak S. Turaga
2016	B	`conf`	Storing and Analyzing Historical Graph Data at Scale. EDBT Udayan Khurana, Amol Deshpande
2015	J	`jnl`	GraphGen: Exploring Interesting Graphs in Relational Data. Proc. VLDB Endow. Konstantinos Xirogiannopoulos, Udayan Khurana, Amol Deshpande
2015	—	`—`	Historical Graph Data Management. Udayan Khurana
2015	J	`jnl`	Storing and Analyzing Historical Graph Data at Scale. CoRR Udayan Khurana, Amol Deshpande
2014	—	`conf`	FAQ: A Framework for Fast Approximate Query Processing on Temporal Data. BigMine Udayan Khurana, Srinivasan Parthasarathy, Deepak S. Turaga
2014	B	`conf`	READ: Rapid data Exploration, Analysis and Discovery. EDBT Udayan Khurana, Srinivasan Parthasarathy, Deepak S. Turaga
2013	A*	`conf`	Efficient snapshot retrieval over historical graph data. ICDE Udayan Khurana, Amol Deshpande
2013	—	`conf`	HiNGE: enabling temporal network analytics at scale. SIGMOD Conference Udayan Khurana, Amol Deshpande
2012	J	`jnl`	Efficient Snapshot Retrieval over Historical Graph Data CoRR Udayan Khurana, Amol Deshpande
2011	—	`conf`	Speeding Up Network Layout and Centrality Measures for Social Computing Goals. SBP Puneet Sharma, Udayan Khurana, Ben Shneiderman, Max Scharrenbroich, John Locke
2011	—	`conf`	Visual Analysis of Temporal Trends in Social Networks Using Edge Color Coding and Metric Timelines. SocialCom/PASSAT Udayan Khurana, Viet-An Nguyen, Hsueh-Chien Cheng, Jae-wook Ahn, Xi Stephen Chen, Ben Shneiderman
2008	A*	`conf`	Crosslingual location search. SIGIR Tanuja Joshi, Joseph Joy, Tobias Kellner, Udayan Khurana, A. Kumaran, Vibhuti S. Sengar
2005	J	`jnl`	Text Compression and Superfast Searching CoRR Udayan Khurana, Anirudh Koul
2005	—	`conf`	Using Patterns to Generate Prime Numbers. ICAPR (1) Udayan Khurana, Anirudh Koul