| 2025 | ICDT | Data Management Perspectives on Prescriptive Analytics (Invited Talk). | Alexandra Meliou, Azza Abouzied, Peter J. Haas, Riddho R. Haque, Anh L. Mai, Vasileios Vittis |
| 2025 | SIGMOD | ChARLES: Change-Aware Recovery of Latent Evolution Semantics in Relational Data. | Shiyi He, Alexandra Meliou, Anna Fariha |
| 2024 | ICDE | Non-Invasive Fairness in Learning Through the Lens of Data Drift. | Ke Yang, Alexandra Meliou |
| 2022 | ICDT | Improved Approximation and Scalability for Fair Max-Min Diversification. | Raghavendra Addanki, Andrew McGregor, Alexandra Meliou, Zafeiria Moumoulidou |
| 2022 | SIGMOD | DataPrism: Exposing Disconnect between Data and Systems. | Sainyam Galhotra, Anna Fariha, Raoni Loureno, Juliana Freire, Alexandra Meliou, Divesh Srivastava |
| 2022 | SIGMOD | Through the Data Management Lens: Experimental Analysis and Evaluation of Fair Classification. | Maliha Tashfia Islam, Anna Fariha, Alexandra Meliou, Babak Salimi |
| 2021 | ICDT | Diverse Data Selection under Fairness Constraints. | Zafeiria Moumoulidou, Andrew McGregor, Alexandra Meliou |
| 2021 | SIGMOD | CoCo: Interactive Exploration of Conformance Constraints for Data Understanding and Data Cleaning. | Anna Fariha, Ashish Tiwari, Alexandra Meliou, Arjun Radhakrishna, Sumit Gulwani |
| 2021 | SIGMOD | Conformance Constraint Discovery: Measuring Trust in Data-Driven Systems. | Anna Fariha, Ashish Tiwari, Arjun Radhakrishna, Sumit Gulwani, Alexandra Meliou |
| 2020 | ICSE | Causal testing: understanding defects' root causes. | Brittany Johnson, Yuriy Brun, Alexandra Meliou |
| 2020 | PODS | New Results for the Complexity of Resilience for Binary Conjunctive Queries with Self-Joins. | Cibele Freire, Wolfgang Gatterbauer, Neil Immerman, Alexandra Meliou |
| 2020 | SIGMOD | Stochastic Package Queries in Probabilistic Databases. | Matteo Brucato, Nishant Yadav, Azza Abouzied, Peter J. Haas, Alexandra Meliou |
| 2020 | SIGMOD | Causality-Guided Adaptive Interventional Debugging. | Anna Fariha, Suman Nath, Alexandra Meliou |
| 2019 | ICDE | MIDAS: Finding the Right Web Sources to Fill Knowledge Gaps. | Xiaolan Wang, Xin Luna Dong, Yang Li, Alexandra Meliou |
| 2018 | SIGMOD | SQuID: Semantic Similarity-Aware Query Intent Discovery. | Anna Fariha, Sheikh Muhammad Sarwar, Alexandra Meliou |
| 2017 | EDBT | EXstream: Explaining Anomalies in Event Stream Monitoring. | Haopeng Zhang, Yanlei Diao, Alexandra Meliou |
| 2017 | SIGMOD | QFix: Diagnosing Errors through Query Histories. | Xiaolan Wang, Alexandra Meliou, Eugene Wu |
| 2016 | SIGMOD | QFix: Demonstrating Error Diagnosis in Query Histories. | Xiaolan Wang, Alexandra Meliou, Eugene Wu |
| 2015 | ISSTA | Preventing data errors with continuous testing. | Kivan Muslu, Yuriy Brun, Alexandra Meliou |
| 2015 | SIGMOD | Data X-Ray: A Diagnostic Tool for Data Errors. | Xiaolan Wang, Xin Luna Dong, Alexandra Meliou |
| 2014 | SIGMOD | PackageBuilder: querying for packages of tuples. | Kevin Fernandes, Matteo Brucato, Rahul Ramakrishna, Azza Abouzied, Alexandra Meliou |
| 2014 | SIGMOD | Fusing data with correlations. | Ravali Pochampally, Anish Das Sarma, Xin Luna Dong, Alexandra Meliou, Divesh Srivastava |
| 2014 | VLDB | Improving package recommendations through query relaxation. | Matteo Brucato, Azza Abouzied, Alexandra Meliou |
| 2012 | SIGMOD | Tiresias: the database oracle for how-to queries. | Alexandra Meliou, Dan Suciu |
| 2012 | SIGMOD | Tiresias: a demonstration of how-to queries. | Alexandra Meliou, Yisong Song, Dan Suciu |
| 2011 | SIGMOD | Tracing data errors with view-conditioned causality. | Alexandra Meliou, Wolfgang Gatterbauer, Suman Nath, Dan Suciu |
| 2007 | AAAI | Nonmyopic Informative Path Planning in Spatio-Temporal Models. | Alexandra Meliou, Andreas Krause, Carlos Guestrin, Joseph M. Hellerstein |