A cascaded large-small model system generates edit sketches with the large model and applies them with the small model to make code editing both accurate and token-efficient.
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2 Pith papers cite this work. Polarity classification is still indexing.
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Pith papers citing it
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cs.SE 2years
2026 2verdicts
UNVERDICTED 2representative citing papers
FuzzPilot implements plateau-triggered recipe validation for AFL++ but reports no statistically significant coverage gains and zero promotions of model-proposed recipes on the saturated cJSON target.
citing papers explorer
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Cascaded Code Editing: Large-Small Model Collaboration for Effective and Efficient Code Editing
A cascaded large-small model system generates edit sketches with the large model and applies them with the small model to make code editing both accurate and token-efficient.
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FuzzPilot: Plateau-Triggered Recipe Validation for Structured Text Fuzzing
FuzzPilot implements plateau-triggered recipe validation for AFL++ but reports no statistically significant coverage gains and zero promotions of model-proposed recipes on the saturated cJSON target.