{"id":110012,"date":"2024-12-15T21:19:03","date_gmt":"2024-12-15T21:19:03","guid":{"rendered":"https:\/\/lassonde.yorku.ca\/ical\/?page_id=110012"},"modified":"2025-01-27T16:25:55","modified_gmt":"2025-01-27T16:25:55","slug":"gias-uddin","status":"publish","type":"page","link":"https:\/\/lassonde.yorku.ca\/ical\/gias-uddin\/","title":{"rendered":"Gias Uddin"},"content":{"rendered":"\n
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Gias Uddin<\/h3>\n\n\n\n

Assistant Professor, 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

Intelligent Developer Tools for Software and Data Engineers<\/h3>\n\n\n\n

My research focuses on the design of intelligent developer tools<\/em> for software and data engineers<\/em> so that they can be more productive<\/em> during system development. The tools are designed for testing, debugging, and documentation of software\/AI systems<\/em> <\/strong>and their associated artifacts. The design and evaluation of the tools follow principles and methodologies from three areas in computer science: Software engineering (SE), Machine Learning (ML), and Human Computer Interaction (HCI).<\/p>\n\n\n\n

Research Interests<\/h3>\n\n\n\n
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  • Democratized Data Science (HCI \u2192 AI4DS, SE4DS).<\/strong> Can we democratize the adoption of AI\/ML techniques across stakeholders during ML systems development?<\/li>\n\n\n\n
  • Modernized Software Issue Management (HCI \u2192 AI4SE)<\/strong>. Can we modernize software bug and critical incident management systems using AI-assisted solutions?<\/li>\n\n\n\n
  • Usable Cybersecurity Engineering (HCI \u2192 AI4CE). <\/strong>Can we support better integration of AI-assisted security solutions into (networked) software systems?<\/li>\n\n\n\n
  • Guided API Adoption (HCI \u2192 AI4SE). <\/strong>Can we support software teams and developers during their selection and reuse of APIs using AI-assisted solutions?<\/li>\n<\/ul>\n\n\n\n

    Selected Publications<\/strong><\/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, 2024.<\/li>\n\n\n\n
    • How Far Are We with Automated Machine Learning? Characterization and Challenges of AutoML Toolkits<\/strong>. M. A. Al Alamin & G. Uddin. Empirical Software Engineering, 29(4), 91, 2024.<\/li>\n\n\n\n
    • Method-Level Bug Prediction: Problems and Promises<\/strong>. S. Chowdhury, G. Uddin, H. Hemmati, & R. Holmes. ACM Transactions on Software Engineering and Methodology, 33(4), 1-31.<\/li>\n\n\n\n
    • A Systematic Mapping Study of Crowd Knowledge Enhanced Software Engineering Research Using Stack Overflow<\/strong>. M. Tanzil, S. Chowdhury, S. Modaberi, G. Uddin, & H. Hemmati. arXiv preprint arXiv:2408.07913, 2024.<\/li>\n\n\n\n
    • SWE-Bench+: Enhanced Coding Benchmark for LLMs<\/strong>. R. Aleithan, H. Xue, M. M. Mohajer, E. Nnorom, G. Uddin, & S. Wang. arXiv preprint arXiv:2410.06992, 2024.<\/li>\n<\/ul>\n\n\n\n
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      1. <\/li>\n<\/ol>\n<\/div>\n<\/div>\n\n\n\n
        <\/div>\n<\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"

        Gias Uddin Assistant Professor, EECS DepartmentGeneral Member, IC@L Website | Email 2023 – 2024 Research Highlights Intelligent Developer Tools for Software and Data Engineers My research focuses on the design of intelligent developer tools for software and data engineers so that they can be more productive during system development. The tools are designed for testing, debugging, and documentation of software\/AI systems and…<\/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":[],"tags":[],"class_list":["post-110012","page","type-page","status-publish","hentry"],"yoast_head":"\nGias Uddin - 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\/gias-uddin\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Gias Uddin - Centre for Innovation in Computing at Lassonde\" \/>\n<meta property=\"og:description\" content=\"Gias Uddin Assistant Professor, EECS DepartmentGeneral Member, IC@L Website | Email 2023 – 2024 Research Highlights Intelligent Developer Tools for Software and Data Engineers My research focuses on the design of intelligent developer tools for software and data engineers so that they can be more productive during system development. 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