Reliable and Intelligent Software Engineering Lab (Rise Lab)
Overview
The Rise Lab focuses on advancing software engineering research through innovative approaches in artificial intelligence, natural language processing, and program analysis. Our mission is to develop cutting-edge techniques that make software systems more autonomous, efficient, reliable, and user-friendly.
We leverage state-of-the-art technologies including Large Language Models (LLMs), Data Mining, Knowledge Discovery, and Information Retrieval to tackle complex challenges in software development and maintenance.
Members
Assistant Professor of Information Systems, UMBC
Principal Investigator
PhD Student
Ongoing Projects
Automated Reproduction of System Level Concurrency Bugs
This project focuses on developing techniques to automatically reproduce concurrency bugs in software systems. By leveraging advanced program analysis and machine learning methods, we aim to create tools that can identify and replicate complex concurrency issues, facilitating faster debugging and improving software reliability.
Publications
Interested in joining the Rise Lab? We are looking for self-motivated Ph.D. students with experience in Natural Language Processing, Large Language Models, Data Mining, and Program Analysis. Please contact Professor Tarannum Shaila Zaman