Mohammad Wardat, Ph.D.

Assistant Professor Computer Science and Engineering Department (248) 370-2683 [email protected] https://wardat.github.io/ Ph.D., Iowa State University

Teaching

• Object-Oriented Computing
• Software Verification and Testing
• Machine Learning

Research

• Software Engineering
• Trustworthy AI
• Machine Learning
• Data Science

Selected Publications

1. Ruchira Manke, Mohammad Wardat, Foutse Khomh, and Hridesh Rajan. "Leveraging data characteristics for bug localization in deep learning programs." ACM Transactions on Software Engineering and Methodology (2024).
2. Mohammad Wardat and Abdullah Al-Alaj. "DeepCNN: A Dual Approach to Fault Localization and Repair in Convolutional Neural Networks." IEEE Access 12 (2024): 50321-50334.
3. Safwan Omari, Kshitiz Basnet, and Mohammad Wardat. "Investigating large language models capabilities for automatic code repair in Python." Cluster Computing (2024): 1-15.
4. Mohammad Wardat, Breno Dantas Cruz, Wei Le, and Hridesh Rajan. "DeepDiagnosis: automatically diagnosing faults and recommending actionable fixes in deep learning programs." In Proceedings of the 44th International Conference on Software Engineering (ICSE), pp. 561-572. 2022.
5. Sumon Biswas, Mohammad Wardat, and Hridesh Rajan. "The art and practice of data science pipelines: A comprehensive study of data science pipelines in theory, in-the-small, and in-the-large." In Proceedings of the 44th International Conference on Software Engineering (ICSE), pp. 2091-2103. 2022.
6. Mohammad Wardat, Wei Le, and Hridesh Rajan. "Deeplocalize: Fault localization for deep neural networks." In 2021 IEEE/ACM 43rd International Conference on Software Engineering (ICSE), pp. 251-262. IEEE, 2021.