Udayan Khurana
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
21
Venues
11
Active years
2008–2025
Best venue rank
A*
Where they publish
Papers
21 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | WWW | Table Retrieval using LLMs and Semantic Table Similarity. | Udayan Khurana, Sahil Suneja, Horst Samulowitz |
| 2023 | CIKM | NumJoin: Discovering Numeric Joinable Tables with Semantically Related Columns. | Pranav Subramaniam, Udayan Khurana, Kavitha Srinivas, Horst Samulowitz |
| 2023 | IJCAI | SemFORMS: Automatic Generation of Semantic Transforms By Mining Data Science Code. | Ibrahim Abdelaziz, Julian Dolby, Udayan Khurana, Horst Samulowitz, Kavitha Srinivas |
| 2022 | AAAI | Semantic Feature Discovery with Code Mining and Semantic Type Detection. | Kavitha Srinivas, Takaaki Tateishi, Daniel Karl I. Weidele, Udayan Khurana, Horst Samulowitz, Toshihiro Takahashi, Dakuo Wang, Lisa Amini |
| 2021 | CIKM | Semantic Concept Annotation for Tabular Data. | Udayan Khurana, Sainyam Galhotra |
| 2021 | ICDE | Automated Data Science for Relational Data. | Hoang Thanh Lam, Beat Buesser, Hong Min, Tran Ngoc Minh, Martin Wistuba, Udayan Khurana, Gregory Bramble, Theodoros Salonidis, Dakuo Wang, Horst Samulowitz |
| 2020 | CIKM | Semantic Search over Structured Data. | Sainyam Galhotra, Udayan Khurana |
| 2020 | CIKM | Autonomous Predictive Modeling via Reinforcement Learning. | Udayan Khurana, Horst Samulowitz |
| 2020 | IJCNN | Survey on Automated End-to-End Data Science? | 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 |
| 2020 | KDD | IBM AutoAI: Human-in-the-Loop Automated Machine Learning Supports Data Scientists to Build Better Models. | Dakuo Wang, Josh Andres, Justin D. Weisz, Erick Oduor, Udayan Khurana, Horst Samulowitz, Arunima Chaudhary, Abel N. Valente, Dustin Ramsey Torres, Casey Dugan |
| 2019 | ICDM | Automated Feature Enhancement for Predictive Modeling using External Knowledge. | Sainyam Galhotra, Udayan Khurana, Oktie Hassanzadeh, Kavitha Srinivas, Horst Samulowitz, Miao Qi |
| 2018 | AAAI | Feature Engineering for Predictive Modeling Using Reinforcement Learning. | Udayan Khurana, Horst Samulowitz, Deepak S. Turaga |
| 2018 | AAAI | Dataset Evolver: An Interactive Feature Engineering Notebook. | Fatemeh Nargesian, Udayan Khurana, Tejaswini Pedapati, Horst Samulowitz, Deepak S. Turaga |
| 2017 | IJCAI | Learning Feature Engineering for Classification. | Fatemeh Nargesian, Horst Samulowitz, Udayan Khurana, Elias B. Khalil, Deepak S. Turaga |
| 2016 | EDBT | Storing and Analyzing Historical Graph Data at Scale. | Udayan Khurana, Amol Deshpande |
| 2016 | ICDM | Cognito: Automated Feature Engineering for Supervised Learning. | Udayan Khurana, Deepak S. Turaga, Horst Samulowitz, Srinivasan Parthasrathy |
| 2014 | EDBT | READ: Rapid data Exploration, Analysis and Discovery. | Udayan Khurana, Srinivasan Parthasarathy, Deepak S. Turaga |
| 2014 | KDD | FAQ: A Framework for Fast Approximate Query Processing on Temporal Data. | Udayan Khurana, Srinivasan Parthasarathy, Deepak S. Turaga |
| 2013 | ICDE | Efficient snapshot retrieval over historical graph data. | Udayan Khurana, Amol Deshpande |
| 2013 | SIGMOD | HiNGE: enabling temporal network analytics at scale. | Udayan Khurana, Amol Deshpande |
| 2008 | SIGIR | Crosslingual location search. | Tanuja Joshi, Joseph Joy, Tobias Kellner, Udayan Khurana, A. Kumaran, Vibhuti S. Sengar |