Registered user since Thu 20 Apr 2023
Name:Mehil Shah
Bio:
I am a PhD Student in the Faculty of Computer Science at Dalhousie University, advised by Prof. Masud Rahman and Prof. Foutse Khomh.
My research interests lie at the intersection of Software Engineering and Deep Learning, with a primary focus on debugging AI systems. I investigate the reproduction of Deep Learning bugs to enhance reproducibility, ultimately contributing to secure, reliable, and explainable systems.
Country:Canada
Affiliation:Dalhousie University
Personal website: https://web.cs.dal.ca/~mehil/
X (Twitter): https://x.com/shahMehil_
GitHub: https://github.com/mehilshah
Research interests:Software Engineering, Machine Learning, Deep Learning, Bug Localization, Bug Reproduction
Contributions
2026
ICSE
- Towards Understanding the Challenges of Bug Localization in Deep Learning Systems
- Imitation Game: Reproducing Deep Learning Bugs Leveraging an Intelligent Agent
- Towards Understanding the Impact of Data Bugs on Deep Learning Models in Software Engineering
- Be a Partner, not a Bystander in Software Engineering Practice: Bridging the Gaps between Academia and Industry
Using general profile