{"id":770,"date":"2024-12-02T16:38:14","date_gmt":"2024-12-02T16:38:14","guid":{"rendered":"https:\/\/lassonde.yorku.ca\/ical\/?page_id=770"},"modified":"2025-01-27T16:25:55","modified_gmt":"2025-01-27T16:25:55","slug":"hadi-hemmati-2","status":"publish","type":"page","link":"https:\/\/lassonde.yorku.ca\/ical\/hadi-hemmati-2\/","title":{"rendered":"Hadi Hemmati"},"content":{"rendered":"\n
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<\/div>\n\n\n\n

Hadi Hemmati<\/h3>\n\n\n\n

Associate Professor, P.Eng, EECS Department
General Member, IC@L

Website <\/a>| Email<\/a><\/p>\n<\/div>\n\n\n\n

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2023 – 2024 Research Highlights<\/h3>\n\n\n\n

Overview<\/h3>\n\n\n\n

Dr. Hadi Hemmati is an associate professor at the electrical engineering and computer science department, at York University. Previously he was an associate professor at the electrical and software engineering department at the University of Calgary, AB, Canada. In the past, he was also an assistant professor at the University of Manitoba, and a postdoctoral fellow at the University of Waterloo, and Queen\u2019s university. He received his PhD from the University of Oslo, Norway. His main research interests are automated software engineering (with a focus on software testing, debugging, and repair), and trustworthy AI (with a focus on robustness and explainability). His research has a strong focus on pragmatic software\/ML solutions for large-scale systems and empirically investigating them in practice. He has been a PI on multiple industry research projects in different domains such as IT, aviation, insurance, urban development, fintech, and beyond.<\/p>\n\n\n\n

Research Interests<\/h3>\n\n\n\n
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  • Automated Software Engineering<\/li>\n\n\n\n
  • Software Testing and Quality<\/li>\n\n\n\n
  • Robust and Explainable AI<\/li>\n\n\n\n
  • Applied Machine Learning<\/li>\n<\/ul>\n\n\n\n

    Selected Publications<\/h3>\n\n\n\n
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    • An Empirical Study on Bug Severity Estimation Using Source Code Metrics and Static Analysis<\/strong>. E. Mashhadi, S. Chowdhury, S. Modaberi, H. Hemmati, & G. Uddin. Journal of Systems and Software, 217, 112179, 6, 2024.<\/li>\n\n\n\n
    • Automatic Instantiation of Assurance Cases from Patterns Using Large Language Models<\/strong>. O. Odu, A. B. Belle, S. Wang, S. Kpodjedo, T. C. Lethbridge, & H. Hemmati. arXiv preprint arXiv:2410.05488, 2024.<\/li>\n\n\n\n
    • Domain Adaptation for Code Model-Based Unit Test Case Generation<\/strong>. J. Shin, S. Hashtroudi, H. Hemmati, & S. Wang. Proceedings of the 33rd ACM SIGSOFT International Symposium on Software, 2024.<\/li>\n\n\n\n
    • Flakyfix: Using Large Language Models for Predicting Flaky Test Fix Categories and Test Code Repair<\/strong>. S. Fatima, H. Hemmati, & L. Briand. IEEE Transactions on Software Engineering, 2024.<\/li>\n\n\n\n
    • VALTEST: Automated Validation of Language Model Generated Test Cases<\/strong>. H. Taherkhani & H. Hemmati. arXiv preprint arXiv:2411.08254, 2024.<\/li>\n<\/ul>\n<\/div>\n<\/div>\n\n\n\n
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      <\/p>\n","protected":false},"excerpt":{"rendered":"

      Hadi Hemmati Associate Professor, P.Eng, EECS DepartmentGeneral Member, IC@L Website | Email 2023 – 2024 Research Highlights Overview Dr. Hadi Hemmati is an associate professor at the electrical engineering and computer science department, at York University. Previously he was an associate professor at the electrical and software engineering department at the University of Calgary, AB,…<\/p>\n","protected":false},"author":255,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":""},"categories":[15],"tags":[],"class_list":["post-770","page","type-page","status-publish","hentry","category-members"],"yoast_head":"\nHadi Hemmati - Centre for Innovation in Computing at Lassonde<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/lassonde.yorku.ca\/ical\/hadi-hemmati-2\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Hadi Hemmati - Centre for Innovation in Computing at Lassonde\" \/>\n<meta property=\"og:description\" content=\"Hadi Hemmati Associate Professor, P.Eng, EECS DepartmentGeneral Member, IC@L Website | Email 2023 – 2024 Research Highlights Overview Dr. Hadi Hemmati is an associate professor at the electrical engineering and computer science department, at York University. 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