Course Websites

CS 598 LMZ - Software QA w Generative AI

Last offered Spring 2025

Official Description

Subject offerings of new and developing areas of knowledge in computer science intended to augment the existing curriculum. See Class Schedule or departmental course information for topics and prerequisites. Course Information: May be repeated in the same or separate terms if topics vary.

Section Description

Modern Large Language Models (LLMs) like ChatGPT have demonstrated remarkable capabilities across diverse fields, notably in natural language processing and programming. In this course, we will together explore the impact of such advanced generative AI techniques on the important area of software quality assurance. This course will dive deep into the intersection of generative AI and software quality assurance, illustrating how these technologies can be synergistically combined to elevate software reliability, robustness, and correctness. We will cover a range of interesting topics, including foundational principles and cutting-edge research on software quality assurance, recent representative LLMs for code, emerging techniques on leveraging LLMs for software quality assurance, as well as innovative methods targeting quality assurance of LLMs themselves. There is a possibility that this course may need to move to an online zoom format during the semester, however access to the classroo

Related Faculty

Schedule and Instructors

TitleSectionCRNTypeHoursTimesDaysLocationInstructor
Software QA w Generative AILMZ40659S040930 - 1045 T R  4039 Campus Instructional Facility Lingming Zhang