Udayan Khurana

1.1k total citations
27 papers, 603 citations indexed

About

Udayan Khurana is a scholar working on Artificial Intelligence, Management Science and Operations Research and Computer Networks and Communications. According to data from OpenAlex, Udayan Khurana has authored 27 papers receiving a total of 603 indexed citations (citations by other indexed papers that have themselves been cited), including 16 papers in Artificial Intelligence, 9 papers in Management Science and Operations Research and 8 papers in Computer Networks and Communications. Recurrent topics in Udayan Khurana's work include Data Quality and Management (9 papers), Advanced Database Systems and Queries (8 papers) and Machine Learning and Data Classification (8 papers). Udayan Khurana is often cited by papers focused on Data Quality and Management (9 papers), Advanced Database Systems and Queries (8 papers) and Machine Learning and Data Classification (8 papers). Udayan Khurana collaborates with scholars based in United States, Canada and Ireland. Udayan Khurana's co-authors include Horst Samulowitz, Deepak S. Turaga, Amol Deshpande, Fatemeh Nargesian, Elias B. Khalil, Sainyam Galhotra, Kavitha Srinivas, Srinivasan Parthasarathy, B. Shneiderman and Martin Wistuba and has published in prestigious journals such as Proceedings of the VLDB Endowment, ACM Transactions on Software Engineering and Methodology and arXiv (Cornell University).

In The Last Decade

Udayan Khurana

25 papers receiving 565 citations

Peers

Countries citing papers authored by Udayan Khurana

Since Specialization

Citations

This map shows the geographic impact of Udayan Khurana's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Udayan Khurana with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Udayan Khurana more than expected).

Fields of papers citing papers by Udayan Khurana

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Udayan Khurana. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Udayan Khurana. The network helps show where Udayan Khurana may publish in the future.

Co-authorship network of co-authors of Udayan Khurana

This figure shows the co-authorship network connecting the top 25 collaborators of Udayan Khurana. A scholar is included among the top collaborators of Udayan Khurana based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Udayan Khurana. Udayan Khurana is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

#	Work	Indexed citations
1	Towards Feature Engineering with Human and AI’s Knowledge: Understanding Data Science Practitioners’ Perceptions in Human&AI-Assisted Feature Engineering Design 2024 ·Designing Interactive Systems Conference ·(unknown), Dakuo Wang, Shuai Ma, April Yi Wang, (unknown), Udayan Khurana, Xiaojuan Ma	3
2	NumJoin: Discovering Numeric Joinable Tables with Semantically Related Columns 2023 ·(unknown), Udayan Khurana, Kavitha Srinivas, Horst Samulowitz	1
3	Incorporating Signal Awareness in Source Code Modeling: An Application to Vulnerability Detection 2023 ·ACM Transactions on Software Engineering and Methodology ·Sahil Suneja, (unknown), Yunhui Zheng, Jim Laredo, Alessandro Morari, Udayan Khurana	2
4	SemFORMS: Automatic Generation of Semantic Transforms By Mining Data Science Code 2023 ·Ibrahim Abdelaziz, Julian Dolby, Udayan Khurana, Horst Samulowitz, Kavitha Srinivas	1
5	Code Vulnerability Detection via Signal-Aware Learning 2023 ·Sahil Suneja, (unknown), Yunhui Zheng, Jim Laredo, Alessandro Morari, Udayan Khurana	0
6	DataRinse: Semantic Transforms for Data Preparation Based on Code Mining 2023 ·Proceedings of the VLDB Endowment ·Ibrahim Abdelaziz, Julian Dolby, Udayan Khurana, Horst Samulowitz, Kavitha Srinivas	1
7	Semantic Feature Discovery with Code Mining and Semantic Type Detection 2022 ·Proceedings of the AAAI Conference on Artificial Intelligence ·Kavitha Srinivas, (unknown), (unknown), Udayan Khurana, Horst Samulowitz, Toshihiro Takahashi, Dakuo Wang, Lisa Amini	3
8	Semantic Concept Annotation for Tabular Data 2021 ·Udayan Khurana, Sainyam Galhotra	11
9	Semantic Search over Structured Data 2020 ·Sainyam Galhotra, Udayan Khurana	14
10	Autonomous Predictive Modeling via Reinforcement Learning 2020 ·Udayan Khurana, Horst Samulowitz	3
11	Automated Feature Enhancement for Predictive Modeling using External Knowledge 2019 ·Sainyam Galhotra, Udayan Khurana, Oktie Hassanzadeh, Kavitha Srinivas, Horst Samulowitz, Miao Qi	14
12	Dataset Evolver: An Interactive Feature Engineering Notebook 2018 ·Proceedings of the AAAI Conference on Artificial Intelligence ·Fatemeh Nargesian, Udayan Khurana, Tejaswini Pedapati, Horst Samulowitz, Deepak S. Turaga	1
13	Feature Engineering for Predictive Modeling Using Reinforcement Learning 2018 ·Proceedings of the AAAI Conference on Artificial Intelligence ·Udayan Khurana, Horst Samulowitz, Deepak S. Turaga	111
14	Learning Feature Engineering for Classification 2017 ·Fatemeh Nargesian, Horst Samulowitz, Udayan Khurana, Elias B. Khalil, Deepak S. Turaga	172
15	Feature Engineering for Predictive Modeling using Reinforcement Learning 2017 ·arXiv (Cornell University) ·Udayan Khurana, Horst Samulowitz, Deepak S. Turaga	10
16	Cognito: Automated Feature Engineering for Supervised Learning 2016 ·Udayan Khurana, Deepak S. Turaga, Horst Samulowitz, (unknown)	82
17	Graph-based exploration of non-graph datasets 2016 ·Proceedings of the VLDB Endowment ·Udayan Khurana, Srinivasan Parthasarathy, Deepak S. Turaga	2
18	READ: Rapid data Exploration, Analysis and Discovery 2014 ·Movebank ·Udayan Khurana, Srinivasan Parthasarathy, Deepak S. Turaga	4
19	Efficient snapshot retrieval over historical graph data 2013 ·Udayan Khurana, Amol Deshpande	109
20	Visual Analysis of Temporal Trends in Social Networks Using Edge Color Coding and Metric Timelines 2011 ·Udayan Khurana, Viet-An Nguyen, (unknown), Jae‐wook Ahn, Xi Chen, B. Shneiderman	13

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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