Publications

For a complete list of my publications, view my Google Scholar Page

2025

  1. Preprint
    AILuminate: Introducing v1. 0 of the AI Risk and Reliability Benchmark from MLCommons
    Shaona Ghosh, Heather Frase, Adina Williams, and 8 more authors
    CoRR, 2025
    PDF
  2. TMLR
    Long-term fairness inquiries and pursuits in machine learning: A survey of notions, methods, and challenges
    Usman Gohar, Zeyu Tang, Jialu Wang, and 4 more authors
    Transactions of Machine Learning Research, 2025
    PDF
  3. ICSE
    A Taxonomy of Real-World Defeaters in Safety Assurance Cases
    Usman Gohar, Michael C Hunter, Myra B Cohen, and 1 more author
    In IEEE/ACM Workshop on Multi-disciplinary, Open, and RElevant Requirements Engineering (MO2RE), 2025
    PDF
  4. AIAA
    SafeCert: Towards Automated Safety-Case Generation for Risk Assessment in Small Uncrewed Aerial Vehicles
    Michael C. Hunter, Usman Gohar, Salil Purandare, and 5 more authors
    In AIAA AVIATION FORUM AND ASCEND, 2025
    PDF
  5. AIAA
    Automated On-Entry Decision-Making for UTM Zones Based on Reputations and Certifications
    Theodore P. Chambers, Pedro Granadeno, Usman Gohar, and 8 more authors
    In AIAA AVIATION FORUM AND ASCEND, 2025
    PDF

2024

  1. Preprint
    Introducing v0. 5 of the ai safety benchmark from mlcommons
    Bertie Vidgen, Adarsh Agrawal, Ahmed M Ahmed, and 8 more authors
    arXiv preprint arXiv:2404.12241, 2024
    PDF
  2. Book Chapter
    Evaluating the Social Impact of Generative AI Systems in Systems and Society
    Irene Solaiman, Zeerak Talat, William Agnew, and 8 more authors
    In The Oxford Handbook on the Foundations and Regulation of Generative AI. Oxford University Press, 2024
    PDF
  3. ASE
    Codefeater: Using llms to find defeaters in assurance cases
    Usman Gohar, Michael C Hunter, Robyn R Lutz, and 1 more author
    In Proceedings of the 39th IEEE/ACM International Conference on Automated Software Engineering, 2024
    PDF
  4. ICSE
    Towards engineering fair and equitable software systems for managing low-altitude airspace authorizations
    Usman Gohar, Michael C Hunter, Agnieszka Marczak-Czajka, and 3 more authors
    In Proceedings of the 46th International Conference on Software Engineering: Software Engineering in Society, 2024
    PDF
  5. NeurIPS
    Different Horses for Different Courses: Comparing Bias Mitigation Algorithms in ML
    Prakhar Ganesh, Usman Gohar, Lu Cheng, and 1 more author
    In NeurIPS Workshop on Algorithmic Fairness Through the Lens of Metrics and Evaluation, 2024
    PDF
  6. AIAA
    A family-based approach to safety cases for controlled airspaces in small uncrewed aerial systems
    Michael Hunter, Usman Gohar, Myra Cohen, and 2 more authors
    In AIAA AVIATION FORUM AND ASCEND, 2024
    PDF

2023

  1. ICSE
    Towards Understanding Fairness and its Composition in Ensemble Machine Learning
    Usman Gohar, Sumon Biswas, and Hridesh Rajan
    In Proceedings of the 45th International Conference on Software Engineering, 2023
    PDF
  2. IJCAI
    Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence
    Usman Gohar, and Lu Cheng
    In Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023
    PDF