All Stories

  1. First Workshop on Governance, Understanding and Integration of Data for Effective and Responsible AI (GUIDE-AI)

    Article • June 2024, ACM (Association for Computing Machinery)

    Abolfazl Asudeh

  2. FairHash: A Fair and Memory/Time-efficient Hashmap

    Article • Proceedings of the ACM on Management of Data, May 2024, ACM (Association for Computing Machinery)

    Abolfazl Asudeh

  3. Representation Bias in Data: A Survey on Identification and Resolution Techniques

    Article • ACM Computing Surveys, July 2023, ACM (Association for Computing Machinery)

    Abolfazl Asudeh

  4. Next-generation Challenges of Responsible Data Integration

    Article • February 2023, ACM (Association for Computing Machinery)

    Abolfazl Asudeh

  5. On Finding Rank Regret Representatives

    Article • ACM Transactions on Database Systems, September 2022, ACM (Association for Computing Machinery)

    Abolfazl Asudeh, Nan Zhang

  6. Responsible Data Integration: Next-generation Challenges

    Article • June 2022, ACM (Association for Computing Machinery)

    Abolfazl Asudeh

  7. FairRover

    Article • June 2021, ACM (Association for Computing Machinery)

    Abolfazl Asudeh

  8. OmniFair: A Declarative System for Model-Agnostic Group Fairness in Machine Learning

    Article • June 2021, ACM (Association for Computing Machinery)

    Abolfazl Asudeh

  9. Identifying Insufficient Data Coverage for Ordinal Continuous-Valued Attributes

    Article • June 2021, ACM (Association for Computing Machinery)

    Abolfazl Asudeh

  10. Scalable signal reconstruction for a broad range of applications

    Article • Communications of the ACM, January 2021, ACM (Association for Computing Machinery)

    Nan Zhang, Divesh Srivastava, Abolfazl Asudeh, Jees Augustine

  11. Identifying insufficient data coverage in databases with multiple relations

    Article • Proceedings of the VLDB Endowment, August 2020, VLDB Endowment

    Abolfazl Asudeh

  12. Fairly evaluating and scoring items in a data set

    Article • Proceedings of the VLDB Endowment, August 2020, VLDB Endowment

    Abolfazl Asudeh

  13. MithraCoverage: A System for Investigating Population Bias for Intersectional Fairness

    Article • May 2020, ACM (Association for Computing Machinery)

    Abolfazl Asudeh

  14. On detecting cherry-picked trendlines

    Article • Proceedings of the VLDB Endowment, February 2020, VLDB Endowment

    Abolfazl Asudeh

  15. Efficient Signal Reconstruction for a Broad Range of Applications

    Article • ACM SIGMOD Record, November 2019, ACM (Association for Computing Machinery)

    Abolfazl Asudeh

  16. MithraLabel

    Article • November 2019, ACM (Association for Computing Machinery)

    Abolfazl Asudeh

  17. A unified optimization algorithm for solving "regret-minimizing representative" problems

    Article • Proceedings of the VLDB Endowment, November 2019, VLDB Endowment

    Abolfazl Asudeh

  18. Scalable algorithms for signal reconstruction by leveraging similarity joins

    Article • The VLDB Journal, August 2019, Springer Science + Business Media

    Abolfazl Asudeh

  19. Designing Fair Ranking Schemes

    Article • June 2019, ACM (Association for Computing Machinery)

    Abolfazl Asudeh

  20. Assessing and Remedying Coverage for a Given Dataset

    Article • April 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Abolfazl Asudeh

  21. Maximizing Gain over Flexible Attributes in Peer to Peer Marketplaces

    Article • January 2019, Springer Science + Business Media

    Abolfazl Asudeh

  22. On obtaining stable rankings

    Article • Proceedings of the VLDB Endowment, November 2018, VLDB Endowment

    Abolfazl Asudeh

  23. Efficient construction of approximate ad-hoc ML models through materialization and reuse

    Article • Proceedings of the VLDB Endowment, July 2018, VLDB Endowment

    Abolfazl Asudeh

  24. Efficient construction of approximate ad-hoc ML models through materialization and reuse

    Article • Proceedings of the VLDB Endowment, July 2018, VLDB Endowment

    Abolfazl Asudeh

  25. Leveraging similarity joins for signal reconstruction

    Article • Proceedings of the VLDB Endowment, June 2018, VLDB Endowment

    Abolfazl Asudeh

  26. QR2: A Third-Party Query Reranking Service over Web Databases

    Article • April 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Abolfazl Asudeh

  27. MobiFace: A Mobile Application for Faceted Search over Hidden Web Databases

    Article • September 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Abolfazl Asudeh

  28. Efficient Computation of Regret-ratio Minimizing Set

    Article • May 2017, ACM (Association for Computing Machinery)

    Abolfazl Asudeh

  29. Query reranking as a service

    Article • Proceedings of the VLDB Endowment, July 2016, VLDB Endowment

    Abolfazl Asudeh

  30. Generating Preview Tables for Entity Graphs

    Article • June 2016, ACM (Association for Computing Machinery)

    Abolfazl Asudeh

  31. Discovering the skyline of web databases

    Article • Proceedings of the VLDB Endowment, March 2016, VLDB Endowment

    Abolfazl Asudeh

  32. A general model for MAC protocol selection in wireless sensor networks

    Article • Ad Hoc Networks, January 2016, Elsevier

    Abolfazl Asudeh

  33. Crowdsourcing Pareto-Optimal Object Finding By Pairwise Comparisons

    Article • October 2015, ACM (Association for Computing Machinery)

    Abolfazl Asudeh