Conference Papers

David OBrien, Sumon Biswas, Sayem Mohammad Imtiaz, Rabe Abdalkareem, Emad Shihab, Hridesh Rajan. “Are Prompt Engineering and TODO Comments Friends or Foes? An Evaluation on GitHub Copilot”. Proceedings of the 46th IEEE/ACM International Conference on Software Engineering, Lisbon, Portugal, 2024 [Link]

Shibbir Ahmed, Sayem Mohammad Imtiaz, Samantha Khairunnesa, and Hridesh Rajan. “Design by Contract for Deep Learning APIs.” Proceedings of the 31st ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE), San Francisco, USA, 2023 [Link]
Sayem Mohammad Imtiaz, Fraol Batole, Astha Singh, Rangeet Pan, Breno Dantas Cruz, and Hridesh Rajan. “Decomposing a Recurrent Neural Network into Modules for Enabling Reusability and Replacement.” 2023 IEEE/ACM 45th International Conference on Software Engineering (ICSE), Melbourne, Australia, May 2023 [Link][Code]

David OBrien, Sumon Biswas, Sayem Mohammad Imtiaz, Rabe Abdalkareem, Emad Shihab, Hridesh Rajan. “23 shades of self-admitted technical debt: an empirical study on machine learning software”. Proceedings of the 30th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE), Singapore, 2022 [Link]

Sayem Mohammad Imtiaz, Kazi Zakia Sultana, and Aparna S Varde. “Mining Learner-friendly Security Patterns from Huge Published Histories of Software Applications for an Intelligent Tutoring System in Secure Coding.” 2021 IEEE International Conference on Big Data (Big Data), 2021 [Link]
Sayem Mohammad Imtiaz, Md Rayhan Amin, Anh Quoc Do, Stefano Iannucci, Tanmay Bhowmik. “Predicting vulnerability for requirements”. 2021 IEEE 22nd International Conference on Information Reuse and Integration for Data Science (IRI), 2021 [Link]

Sayem Mohammad Imtiaz, Kazi Zakia Sultana, and Tanmay Bhowmik. “SecureChange: An Automated Framework to Guide Programmers in Fixing Vulnerability.” The Thirty Second International Conference on Software Engineering and Knowledge Engineering (SEKE 2020), 2020 [Link]

Sayem Mohammad Imtiaz, and Tanmay Bhowmik. “Towards data-driven vulnerability prediction for requirements.” Proceedings of the 2018 26th ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE), Orlando, Florida, USA, 2018 [Link]

Samantha Syeda Khairunnesa, Shibbir Ahmed, Sayem Mohammad Imtiaz, Hridesh Rajan, and Gary T. Leavens. “What Kinds of Contracts Do ML APIs Need?”. Empirical Software Engineering (EMSE). [Link]

Pengfei Li, Farzana R Chowdhury, Peirong Wang, and Sayem Mohammad Imtiaz. “Actuated traffic signal performance evaluation along arterials using Wi-Fi travel time samples and high-resolution traffic signal events data.” Transportation Research Record, SAGE Publications, vol. 2674, pp. 268-280, 2020 [Link]

Kaushik Deb, Sayem Mohammad Imtiaz, Priyam Biswas. “A motion region detection and tracking method.” SmartCR 4, no. 1 (2014): 79-90. [Link]

Sayem Mohammad Imtiaz. “Predicting vulnerability for requirements: A data-driven approach.” Master’s thesis, Mississippi State University, 2019 [Link]

Sayem Mohammad Imtiaz