All Stories

  1. Rank It, Then Ask It: Input Reranking for Maximizing the Performance of LLMs on Symmetric Tasks

    Article • August 2025, ACM (Association for Computing Machinery)

    Abolfazl Asudeh

  2. Fair Set Cover

    Article • July 2025, ACM (Association for Computing Machinery)

    Abolfazl Asudeh

  3. Finding representative group fairness metrics using correlation estimations

    Article • Expert Systems with Applications, March 2025, Elsevier

    Abolfazl Asudeh

  4. Axolotl: Fairness through Assisted Prompt Rewriting of Large Language Model Outputs

    Article • December 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Abolfazl Asudeh

  5. Chameleon: Foundation Models for Fairness-Aware Multi-Modal Data Augmentation to Enhance Coverage of Minorities

    Article • Proceedings of the VLDB Endowment, July 2024, ACM (Association for Computing Machinery)

    Abolfazl Asudeh

  6. 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

  7. 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

  8. Data distribution tailoring revisited: cost-efficient integration of representative data

    Article • The VLDB Journal, April 2024, Springer Science + Business Media

    Abolfazl Asudeh

  9. REQUAL-LM: Reliability and Equity through Aggregation in Large Language Models

    Article • January 2024, Association for Computational Linguistics (ACL)

    Abolfazl Asudeh

  10. Maximizing Neutrality in News Ordering

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

    Abolfazl Asudeh

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

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

    Abolfazl Asudeh

  12. Through the Fairness Lens: Experimental Analysis and Evaluation of Entity Matching

    Article • Proceedings of the VLDB Endowment, July 2023, ACM (Association for Computing Machinery)

    Abolfazl Asudeh

  13. Next-generation Challenges of Responsible Data Integration

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

    Abolfazl Asudeh

  14. Maximizing Coverage While Ensuring Fairness: A Tale of Conflicting Objectives

    Article • Algorithmica, December 2022, Springer Science + Business Media

    Abolfazl Asudeh

  15. On Finding Rank Regret Representatives

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

    Abolfazl Asudeh, Nan Zhang

  16. Fair active learning

    Article • Expert Systems with Applications, August 2022, Elsevier

    Abolfazl Asudeh

  17. Maximizing fair content spread via edge suggestion in social networks

    Article • Proceedings of the VLDB Endowment, July 2022, ACM (Association for Computing Machinery)

    Abolfazl Asudeh

  18. Towards distribution-aware query answering in data markets

    Article • Proceedings of the VLDB Endowment, July 2022, ACM (Association for Computing Machinery)

    Abolfazl Asudeh

  19. Responsible Data Integration: Next-generation Challenges

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

    Abolfazl Asudeh

  20. Fairness-Aware Range Queries for Selecting Unbiased Data

    Article • May 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Abolfazl Asudeh

  21. Tailoring data source distributions for fairness-aware data integration

    Article • Proceedings of the VLDB Endowment, July 2021, ACM (Association for Computing Machinery)

    Abolfazl Asudeh

  22. FairRover

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

    Abolfazl Asudeh

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

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

    Abolfazl Asudeh

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

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

    Abolfazl Asudeh

  25. 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

  26. Identifying insufficient data coverage in databases with multiple relations

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

    Abolfazl Asudeh

  27. Fairly evaluating and scoring items in a data set

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

    Abolfazl Asudeh

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

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

    Abolfazl Asudeh

  29. On detecting cherry-picked trendlines

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

    Abolfazl Asudeh

  30. Efficient Signal Reconstruction for a Broad Range of Applications

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

    Abolfazl Asudeh

  31. MithraLabel

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

    Abolfazl Asudeh

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

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

    Abolfazl Asudeh

  33. Scalable algorithms for signal reconstruction by leveraging similarity joins

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

    Abolfazl Asudeh

  34. Designing Fair Ranking Schemes

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

    Abolfazl Asudeh

  35. RRR

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

    Abolfazl Asudeh

  36. Assessing and Remedying Coverage for a Given Dataset

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

    Abolfazl Asudeh

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

    Article • January 2019, Springer Science + Business Media

    Abolfazl Asudeh

  38. On obtaining stable rankings

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

    Abolfazl Asudeh

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

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

    Abolfazl Asudeh

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

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

    Abolfazl Asudeh

  41. Leveraging similarity joins for signal reconstruction

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

    Abolfazl Asudeh

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

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

    Abolfazl Asudeh

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

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

    Abolfazl Asudeh

  44. Efficient Computation of Regret-ratio Minimizing Set

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

    Abolfazl Asudeh

  45. Query reranking as a service

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

    Abolfazl Asudeh

  46. Generating Preview Tables for Entity Graphs

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

    Abolfazl Asudeh

  47. Discovering the skyline of web databases

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

    Abolfazl Asudeh

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

    Article • Ad Hoc Networks, January 2016, Elsevier

    Abolfazl Asudeh

  49. Crowdsourcing Pareto-Optimal Object Finding By Pairwise Comparisons

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

    Abolfazl Asudeh