AI & Data Discovery
Peer-reviewed research from QCAI, published in leading international venues.
2025
1 publicationsAI & Data Discovery2025
HCT-QA: A Benchmark for Question Answering on Human-Centric Tables
Mohammad Shahmeer Ahmad, Zan A Naeem, Michael Aupetit, Ahmed Elmagarmid, Mohamed Eltabakh, Xiasong Ma, Mourad Ouzzani, Chaoyi Ruan — arXiv preprint arXiv:2504.20047 (2025)
2024
1 publicationsAI & Data Discovery2024
RetClean: Retrieval-Based Data Cleaning Using LLMs and DataLakes
Zan Ahmad Naeem, Mohammad Shahmeer Ahmad, Mohamed Y Eltabakh, Mourad Ouzzani, Nan Tang — Proceedings of the VLDB Endowment (2024)
2023
1 publicationsAI & Data Discovery2023
Cross Modal Data Discovery over Structured and Unstructured Data Lakes
Mohamed Y. Eltabakh, Mayuresh Kunjir, Ahmed Elmagarmid, Mohammad Shahmeer Ahmad — Proceedings of the VLDB Endowment (2023)
2021
2 publicationsAI & Data Discovery2021
RPT: relational pre-trained transformer is almost all you need towards democratizing data preparation
Nan Tang, Ju Fan, Fangyi Li, Jianhong Tu, Xiaoyong Du, Guoliang Li, Sam Madden, Mourad Ouzzani — Proceedings of the VLDB Endowment (2021)
AI & Data Discovery2021
Deep Learning for Blocking in Entity Matching: A Design Space Exploration
Muhammad Ebraheem, Saravanan Thirumuruganathan, Shafiq Joty, Mourad Ouzzani, Nan Tang — Proceedings of the VLDB Endowment (2021)
2018
1 publicationsAI & Data Discovery2018
DeepER–Deep Entity Resolution
Muhammad Ebraheem, Saravanan Thirumuruganathan, Shafiq Joty, Mourad Ouzzani, Nan Tang — Proceedings of the VLDB Endowment (2018)
2016
1 publicationsAI & Data Discovery2016
Rayyan—a web and mobile app for systematic reviews
Mourad Ouzzani, Hossam Hammady, Zbys Fedorowicz, Ahmed Elmagarmid — Systematic Reviews (2016)