Improved Bug Localization with AI Agents Leveraging Hypothesis and Dynamic Cognition
Asif Mohammed Samir, Mohammad Masudur Rahman
https://t.co/FXfz35HSr7 [ππ.ππ΄ ππ.π°πΈ ππ.πΈπ ππ.π»πΆ ππ.πΌπ°]
Our study (accepted in @ieeesoftware spl issue on Green Clean Sw #Sustainability)
- emphasizes on treating energy efficiency as the first-class design consideration
- demonstrates that smartly combining optimizations achieves 94% energy reduction while preserving 95% F1 score.
SMART lab's PI, Tushar Sharma, has been honored with the Dean's Research Excellence Award for his contributions to Software Engineering and Green AI! #AcademicExcellence
Today, Mootez @s_mootez will present our paper "An adaptive language-agnostic pruning method for greener language models for code" in the 'Fairness and Green' session at 16:00. If you are attending @FSEconf, consider attending it.
To what extent does refactoring actually remove smells? Which refactoring remove which smells? How often do smells disappear w/o any known refactoring? Do all smells live equally long?
Our paper exploring these questions has recently accepted at ESEM 2025. Preprint coming soon!
Are you an aspiring graduate student in Canada? Have you ever been to Halifax or Atlantic Canada? Here is a pretty good opportunity. The early-bird registration ends on May 12, 2025. Join us! Submission link: https://t.co/y9oKWnk3Ru #SoftwareEngineering
We are presenting four papers in this week at ICSE (two in MSR, and one each in ICSE and FORGE). Two PhD students @s_mootez and @SauftwareBug will be around as student volunteers. Feel free to say "Hi!" to us π