3 papers
cs.SE2026
Improving IR-based Bug Localization with Semantics-Driven Query Reduction
Asif Mohammed Samir, Mohammad Masudur Rahman
Despite decades of research, software bug localization remains challenging due to heterogeneous content and inherent ambiguities in bug reports. Existing methods, such as Informati…
cs.SE2026
Improved Bug Localization with AI Agents Leveraging Hypothesis and Dynamic Cognition
Asif Mohammed Samir, Mohammad Masudur Rahman
Software bugs cost technology providers (e.g., AT&T) billions annually and cause developers to spend roughly 50% of their time on bug resolution. Traditional methods for bug locali…
cs.SE2025
Improved IR-based Bug Localization with Intelligent Relevance Feedback
Asif Mohammed Samir, Mohammad Masudur Rahman
Software bugs pose a significant challenge during development and maintenance, and practitioners spend nearly 50% of their time dealing with bugs. Many existing techniques adopt In…