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Author

Young Jin Kim

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#artificial intelligence Preprint Sep 2026

ProgramDistill: From Interactive Web Apps to Verifiable Reference-Guided SWE Tasks

ProgramDistill is introduced, a benchmark evaluating coding agents on features discovered through interaction with fully functional reference applications, and provides a scalable benchmark with controlled difficulty for evaluating and diagnosing coding agents, and a natural basis for future curriculum-based training.

Jeonghye Kim, Minseon Kim, Young Jin Kim et al. · 0 citations
#machine learning Preprint Sep 2026

Eliciting Weak-to-Strong Generalization with On-Policy Reverse Distillation

On-Policy Reverse Distillation (OPRD), which evaluates the teacher's policy shift relative to its reference policy on student rollouts and amplifies the component of the student's verifier-driven policy gradient along that direction, and effectively combines verifier-driven policy optimization with teacher guidance reg...

Youngrok Park, Sangmin Bae, Hojung Jung et al. · 2 citations

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