Shazibul Islam Shamim
2 papers · Latest:
Software Engineering
Breaking the Dependency Chaos: A Constraint-Driven Python Dependency Resolution Strategy with Selective LLM Imputation
SMT-LLM resolves Python dependency conflicts by combining formal constraint solving with selective LLM imputation, significantly outperforming prior LLM-only approaches.
2605.11772
Software EngineeringFrom Industry Claims to Empirical Reality: An Empirical Study of Code Review Agents in Pull Requests
This study empirically shows code review agents without human oversight lead to lower PR merge rates and higher abandonment due to noisy feedback.
2604.03196
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