Sameep Mehta
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
85
Venues
33
Active years
2003–2026
Best venue rank
A*
Where they publish
- A*AAAI10 papers
- NationalCOMAD9 papers
- A*KDD7 papers
- ACIKM7 papers
- A*EMNLP6 papers
- A*IJCAI4 papers
- AECIR4 papers
- ANAACL3 papers
- BICPR3 papers
- CISM3 papers
- ASDM3 papers
- MulticonferenceICASSP2 papers
- BEDBT2 papers
- BWISE2 papers
- A*ICDM2 papers
- A*SIGMOD1 paper
- AICWS1 paper
- A*ACL1 paper
- NationalHiPC1 paper
- BPAKDD1 paper
- NationalCOMSNETS1 paper
- AICDCS1 paper
- BIJCNN1 paper
- AACSAC1 paper
- A*ICDE1 paper
- AICDAR1 paper
- A*WWW1 paper
- BDaWaK1 paper
- BIJCNLP1 paper
- A*PERCOM1 paper
- AICSOC1 paper
- CICIS1 paper
- BNOMS1 paper
Papers
85 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | AAAI | Automated Creation and Enrichment Framework for Improved Invocation of Enterprise APIs as Tools. | Prerna Agarwal, Himanshu Gupta, Soujanya Soni, Rohith D. Vallam, Renuka Sindhgatta, Sameep Mehta |
| 2026 | AAAI | DFAgent: From Natural Language Data Interactions to Reusable Agent-Ready Tools. | Neelamadhav Gantayat, Renuka Sindhgatta, Sambit Ghosh, Sameep Mehta, Soujanya Soni |
| 2026 | AAAI | From Natural Language to Executable ETL Flows: The IBM DataStage Assistant. | Nitin Gupta, Thomas Gschwind, Shramona Chakraborty, Sameep Mehta, Tristan Tyler, Shreya Sisodia, Ben Clermont |
| 2026 | AAAI | ToolSmith: A Multi-Agent Framework for Enterprise Tool Creation. | Purna Chandra Sekhar Vakudavathu, Kushal Mukherjee, Jayachandu Bandlamudi, Renuka Sindhgatta, Sameep Mehta |
| 2026 | SIGMOD | Root-Cause Diagnosis with Remediation Recommendations for ETL Pipelines via LLM-Based Reasoning. | Deepak Vijaykeerthy, Rajmohan C, Arvind Agarwal, Avirup Saha, Sameep Mehta, Emmanuel Adhoute, Nadav Vahav, Timur Porokhnia, Adrian Dabrowski, Bat El Aharon Asher, Aviya Goldfarb |
| 2025 | AAAI | Question-guided Insights Generation for Automated Exploratory Data Analysis. | Abhijit Manatkar, Ashlesha Akella, Krishnasuri Narayanam, Sameep Mehta |
| 2025 | EMNLP | Quality Assessment of Tabular Data using Large Language Models and Code Generation. | Ashlesha Akella, Akshar Kaul, Krishnasuri Narayanam, Sameep Mehta |
| 2025 | EMNLP | Group, Embed and Reason: A Hybrid LLM and Embedding Framework for Semantic Attribute Alignment. | Shramona Chakraborty, Shashank Mujumdar, Nitin Gupta, Sameep Mehta, Ronen Kat, Itay Etelis, Mohamed Mahameed, Itai Guez, Rachel Tzoref-Brill |
| 2025 | EMNLP | Classifier-Augmented Generation for Structured Workflow Prediction. | Thomas Gschwind, Shramona Chakraborty, Nitin Gupta, Sameep Mehta |
| 2025 | EMNLP | Divide, Link, and Conquer: Recall-oriented Schema Linking for NL-to-SQL via Question Decomposition. | Kiran Pradeep, Kirushikesh D. B., Nishtha Madaan, Sameep Mehta, Pushpak Bhattacharyya |
| 2025 | ICWS | Robust Evaluation of LLM-Generated GraphQL Queries for Web Services. | Vansika Sonthalia, Manish Kesarwani, Sameep Mehta |
| 2025 | NAACL | CodeGenWrangler: Data Wrangling task automation using Code-Generating Models. | Ashlesha Akella, Abhijit Manatkar, Krishnasuri Narayanam, Sameep Mehta |
| 2025 | NAACL | Schema and Natural Language Aware In-Context Learning for Improved GraphQL Query Generation. | Nitin Gupta, Manish Kesarwani, Sambit Ghosh, Sameep Mehta, Carlos Eberhardt, Dan Debrunner |
| 2024 | AAAI | LLMGuard: Guarding against Unsafe LLM Behavior. | Shubh Goyal, Medha Hira, Shubham Mishra, Sukriti Goyal, Arnav Goel, Niharika Dadu, Kirushikesh D. B., Sameep Mehta, Nishtha Madaan |
| 2024 | EMNLP | GraphQL Query Generation: A Large Training and Benchmarking Dataset. | Manish Kesarwani, Sambit Ghosh, Nitin Gupta, Shramona Chakraborty, Renuka Sindhgatta, Sameep Mehta, Carlos Eberhardt, Dan Debrunner |
| 2024 | EMNLP | Sequential API Function Calling Using GraphQL Schema. | Avirup Saha, Lakshmi Mandal, Balaji Ganesan, Sambit Ghosh, Renuka Sindhgatta, Carlos Eberhardt, Dan Debrunner, Sameep Mehta |
| 2024 | IJCAI | LLM-powered GraphQL Generator for Data Retrieval. | Balaji Ganesan, Sambit Ghosh, Nitin Gupta, Manish Kesarwani, Sameep Mehta, Renuka Sindhgatta |
| 2023 | ACL | CFL: Causally Fair Language Models Through Token-level Attribute Controlled Generation. | Rahul Madhavan, Rishabh Garg, Kahini Wadhawan, Sameep Mehta |
| 2023 | COMAD | Tutorial on Semantic Automation for Data Discovery. | Rajmohan C, Ritwik Chaudhuri, Balaji Ganesan, Anupam Sanghi, Arvind Agarwal, Sameep Mehta |
| 2023 | KDD | Foundations and Applications in Large-scale AI Models: Pre-training, Fine-tuning, and Prompt-based Learning. | Derek Zhiyuan Cheng, Dhaval Patel, Linsey Pang, Sameep Mehta, Kexin Xie, Ed H. Chi, Wei Liu, Nitesh V. Chawla, James Bailey |
| 2022 | COMAD | Automatic Assessment of Quality of your Data for AI. | Hima Patel, Nitin Gupta, Naveen Panwar, Ruhi Sharma Mittal, Sameep Mehta, Shanmukha C. Guttula, Shashank Mujumdar, Shazia Afzal, Srikanta Bedathur, Vitobha Munigala |
| 2022 | HiPC | Workshop on Data Fabric for Hybrid Clouds (WDFHC). | Yogesh Simmhan, Sameep Mehta |
| 2021 | KDD | Data Quality for Machine Learning Tasks. | Nitin Gupta, Shashank Mujumdar, Hima Patel, Satoshi Masuda, Naveen Panwar, Sambaran Bandyopadhyay, Sameep Mehta, Shanmukha C. Guttula, Shazia Afzal, Ruhi Sharma Mittal, Vitobha Munigala |
| 2021 | KDD | 2nd International Workshop on Data Quality Assessment for Machine Learning. | Hima Patel, Fuyuki Ishikawa, Laure Berti-quille, Nitin Gupta, Sameep Mehta, Satoshi Masuda, Shashank Mujumdar, Shazia Afzal, Srikanta Bedathur, Yasuharu Nishi |
| 2021 | PAKDD | 1st International Workshop on Data Assessment and Readiness for AI. | Bortik Bandyopadhyay, Sambaran Bandyopadhyay, Srikanta Bedathur, Nitin Gupta, Sameep Mehta, Shashank Mujumdar, Srinivasan Parthasarathy, Hima Patel |
| 2020 | AAAI | Multidimensional Analysis of Trust in News Articles (Student Abstract). | Avneet Kaur, Maitree Leekha, Utkarsh Chawla, Ayush Agarwal, Mudit Saxena, Nishtha Madaan, Kalapriya Kannan, Sameep Mehta |
| 2020 | COMSNETS | Feedback-Based Keyphrase Extraction from Unstructured Text Documents. | Nishtha Madaan, Mudit Saxena, Hima Patel, Sameep Mehta |
| 2020 | ICPR | Budgeted Batch Mode Active Learning with Generalized Cost and Utility Functions. | Arvind Agarwal, Shashank Mujumdar, Nitin Gupta, Sameep Mehta |
| 2020 | KDD | Overview and Importance of Data Quality for Machine Learning Tasks. | Abhinav Jain, Hima Patel, Lokesh Nagalapatti, Nitin Gupta, Sameep Mehta, Shanmukha C. Guttula, Shashank Mujumdar, Shazia Afzal, Ruhi Sharma Mittal, Vitobha Munigala |
| 2019 | ICASSP | Learning Convolutional Neural Networks with Deep Part Embeddings. | Nitin Gupta, Shashank Mujumdar, Prerna Agarwal, Abhinav Jain, Sameep Mehta |
| 2019 | ICASSP | Radial Loss for Learning Fine-grained Video Similarity Metric. | Abhinav Jain, Prerna Agarwal, Shashank Mujumdar, Nitin Gupta, Sameep Mehta, Chiranjoy Chattopadhyay |
| 2019 | ICDCS | On Efficiently Processing Workflow Provenance Queries in Spark. | Rajmohan C, Pranay Lohia, Himanshu Gupta, Siddhartha Brahma, Mauricio A. Hernndez, Sameep Mehta |
| 2019 | IJCNN | Hardening Deep Neural Networks via Adversarial Model Cascades. | Deepak Vijaykeerthy, Anshuman Suri, Sameep Mehta, Ponnurangam Kumaraguru |
| 2018 | AAAI | Semantic Understanding for Contextual In-Video Advertising. | Rishi Madhok, Shashank Mujumdar, Nitin Gupta, Sameep Mehta |
| 2018 | AAAI | Content and Context: Two-Pronged Bootstrapped Learning for Regex-Formatted Entity Extraction. | Stanley Simoes, Deepak P, Munu Sairamesh, Deepak Khemani, Sameep Mehta |
| 2018 | ACSAC | Model Extraction Warning in MLaaS Paradigm. | Manish Kesarwani, Bhaskar Mukhoty, Vijay Arya, Sameep Mehta |
| 2018 | ECIR | Generating Adversarial Text Samples. | Suranjana Samanta, Sameep Mehta |
| 2018 | EDBT | Efficient Secure k-Nearest Neighbours over Encrypted Data. | Manish Kesarwani, Akshar Kaul, Prasad Naldurg, Sikhar Patranabis, Gagandeep Singh, Sameep Mehta, Debdeep Mukhopadhyay |
| 2018 | ICDE | Efficiently Processing Temporal Queries on Hyperledger Fabric. | Himanshu Gupta, Sandeep Hans, Kushagra Aggarwal, Sameep Mehta, Bapi Chatterjee, Praveen Jayachandran |
| 2018 | ICPR | Pentuplet Loss for Simultaneous Shots and Critical Points Detection in a Video. | Nitin Gupta, Abhinav Jain, Prerna Agarwal, Shashank Mujumdar, Sameep Mehta |
| 2018 | ICPR | Learning an Order Preserving Image Similarity through Deep Ranking. | Nitin Gupta, Shashank Mujumdar, Suranjana Samanta, Sameep Mehta |
| 2018 | ISM | REXplore: A Sketch Based Interactive Explorer for Real Estates Using Building Floor Plan Images. | Divya Sharma, Nitin Gupta, Chiranjoy Chattopadhyay, Sameep Mehta |
| 2017 | ICDAR | DANIEL: A Deep Architecture for Automatic Analysis and Retrieval of Building Floor Plans. | Divya Sharma, Nitin Gupta, Chiranjoy Chattopadhyay, Sameep Mehta |
| 2017 | ISM | Deep Attribute Driven Image Similarity Learning Using Limited Data. | Nitin Gupta, Ankush Gupta, Vikas Joshi, L. Venkata Subramaniam, Sameep Mehta |
| 2017 | ISM | Coherent Visual Description of Textual Instructions. | Shashank Mujumdar, Nitin Gupta, Abhinav Jain, Sameep Mehta |
| 2016 | COMAD | Introduction to Knowledge Graph Stores with Applications. | Sameep Mehta |
| 2016 | COMAD | Tools, Techniques and Case Studies for Text Analytics for Real World Problems. | Sameep Mehta, Dhaval Patel |
| 2016 | WISE | Select, Link and Rank: Diversified Query Expansion and Entity Ranking Using Wikipedia. | Adit Krishnan, Deepak Padmanabhan, Sayan Ranu, Sameep Mehta |
| 2015 | CIKM | Identifying Top-k Consistent News-Casters on Twitter. | Sahisnu Mazumder, Sameep Mehta, Dhaval Patel |
| 2015 | ECIR | Entity Linking for Web Search Queries. | Deepak P, Sayan Ranu, Prithu Banerjee, Sameep Mehta |
| 2015 | IJCAI | Tracking Political Elections on Social Media: Applications and Experience. | Danish Contractor, Bhupesh Chawda, Sameep Mehta, L. Venkata Subramaniam, Tanveer A. Faruquie |
| 2015 | WWW | Inferring and Exploiting Categories for Next Location Prediction. | Ankita Likhyani, Deepak Padmanabhan, Srikanta J. Bedathur, Sameep Mehta |
| 2014 | DaWaK | ActMiner: Discovering Location-Specific Activities from Community-Authored Reviews. | Sahisnu Mazumder, Dhaval Patel, Sameep Mehta |
| 2013 | CIKM | ESTHETE: a news browsing system to visualize the context and evolution of news stories. | Rahul Goyal, Ravee Malla, Amitabha Bagchi, Sameep Mehta, Maya Ramanath |
| 2013 | ECIR | Discovery and Analysis of Evolving Topical Social Discussions on Unstructured Microblogs. | Kanika Narang, Seema Nagar, Sameep Mehta, L. Venkata Subramaniam, Kuntal Dey |
| 2013 | EDBT | Efficient multifaceted screening of job applicants. | Sameep Mehta, Rakesh Pimplikar, Amit Singh, Lav R. Varshney, Karthik Visweswariah |
| 2013 | IJCNLP | An Empirical Assessment of Contemporary Online Media in Ad-Hoc Corpus Creation for Social Events. | Kanika Narang, Seema Nagar, Sameep Mehta, L. Venkata Subramaniam, Kuntal Dey |
| 2013 | NAACL | NLP for uncertain data at scale. | Sameep Mehta, L. Venkata Subramaniam |
| 2013 | PERCOM | Human sensors: Case-study of open-ended community sensing in developing regions. | Kuldeep Yadav, Dipanjan Chakraborty, Sonia Soubam, Naveen Prathapaneni, Vikrant Nandakumar, Vinayak S. Naik, Nithya Rajamani, L. Venkata Subramaniam, Sameep Mehta, Pradipta De |
| 2013 | WISE | Topical Discussions on Unstructured Microblogs: Analysis from a Geographical Perspective. | Seema Nagar, Kanika Narang, Sameep Mehta, L. Venkata Subramaniam, Kuntal Dey |
| 2012 | COMAD | Reliability Aware Data Fusion. | Sameep Mehta, L. Venkata Subramaniam |
| 2012 | ICSOC | RETRAiN: A REcommendation Tool for Reconfiguration of RetAil BaNk Branch. | Rakesh Pimplikar, Sameep Mehta |
| 2011 | AAAI | Design and Analysis of Value Creation Networks. | Sampath Kameshwaran, Sameep Mehta, Vinayaka Pandit |
| 2011 | CIKM | Simultaneously improving CSAT and profit in a retail banking organization. | Sameep Mehta, Ullas Nambiar, Vishal S. Batra, Sumit Negi, Prasad Deshpande, Gyana R. Parija |
| 2011 | COMAD | Ranking Mechanisms for Interaction Networks. | Sameep Mehta, Ramasuri Narayanam, Vinayaka Pandit |
| 2011 | IJCAI | A System for Providing Differentiated QoS in Retail Banking. | Sameep Mehta, Girish Chafle, Gyana R. Parija, Vikas Kedia |
| 2010 | CIKM | Outcome aware ranking in interaction networks. | Sampath Kameshwaran, Vinayaka Pandit, Sameep Mehta, Nukala Viswanadham, Kashyap Dixit |
| 2010 | CIKM | A study of rumor control strategies on social networks. | Rudra M. Tripathy, Amitabha Bagchi, Sameep Mehta |
| 2010 | COMAD | A Survey on Sampling Techniques and Applications. | Sameep Mehta, Vinayaka Pandit |
| 2010 | ICIS | Quality, Satisfaction and Value in Outsourcing: Role of Relationship Dynamics and Proactive Management. | Nithya Rajamani, Deepa Mani, Sameep Mehta, Murthy Chebiyyam |
| 2009 | COMAD | Tutorial: Exploring Interaction Networks for Services Industry. | Sampath Kameshwaran, Sameep Mehta, Vinayaka Pandit |
| 2009 | COMAD | Categorizing Concepts for Detecting Drifts in Stream. | Sharanjit Kaur, Vasudha Bhatnagar, Sameep Mehta, Sudhir Kapoor |
| 2009 | SDM | Analyses for Service Interaction Networks with Applications to Service Delivery. | Sampath Kameshwaran, Sameep Mehta, Vinayaka Pandit, Gyana R. Parija, Sudhanshu Singh, Nukala Viswanadham |
| 2008 | CIKM | On quantifying changes in temporally evolving dataset. | Rohan Choudhary, Sameep Mehta, Amitabha Bagchi |
| 2008 | ECIR | Towards Characterization of Actor Evolution and Interactions in News Corpora. | Rohan Choudhary, Sameep Mehta, Amitabha Bagchi, Rahul Balakrishnan |
| 2008 | KDD | A visual-analytic toolkit for dynamic interaction graphs. | Xintian Yang, Sitaram Asur, Srinivasan Parthasarathy, Sameep Mehta |
| 2008 | NOMS | ReCon: A tool to Recommend dynamic server Consolidation in multi-cluster data centers. | Sameep Mehta, Anindya Neogi |
| 2006 | CIKM | Robust periodicity detection algorithms. | Srinivasan Parthasarathy, Sameep Mehta, S. Srinivasan |
| 2006 | ICDM | On Trajectory Representation for Scientific Features. | Sameep Mehta, Srinivasan Parthasarathy, Raghu Machiraju |
| 2005 | IJCAI | Mining Spatial Object Associations for Scientific Data. | Hui Yang, Srinivasan Parthasarathy, Sameep Mehta |
| 2005 | KDD | A generalized framework for mining spatio-temporal patterns in scientific data. | Hui Yang, Srinivasan Parthasarathy, Sameep Mehta |
| 2005 | SDM | Dynamic Classification of Defect Structures in Molecular Dynamics Simulation Data. | Sameep Mehta, Steve Barr, Tat-Sang Choy, Hui Yang, Srinivasan Parthasarathy, Raghu Machiraju, John Wilkins |
| 2004 | ICDM | Correlation Preserving Discretization. | Sameep Mehta, Srinivasan Parthasarathy, Hui Yang |
| 2004 | KDD | Discovering Spatial Relationships Between Approximately Equivalent Patterns in Contact Maps. | Keith Marsolo, Hui Yang, Srinivasan Parthasarathy, Sameep Mehta |
| 2003 | SDM | Feature Mining Paradigms for Scientific Data. | Ming Jiang, Tat-Sang Choy, Sameep Mehta, Matt Coatney, Steve Barr, Kaden Hazzard, David Richie, Srinivasan Parthasarathy, Raghu Machiraju, David S. Thompson, John Wilkins, Boyd Gatlin |