DeepRepro: State-Aware Subplanning for Paper-to-Code Reproduction in Evolving Repositories
DeepRepro dynamically transforms evolving repository states and runtime feedback into fine-grained implementation subplans, keeping planning aligned with execution throughout repository construction, and consistently outperforms strong scientific and commercial code-agent baselines.