2025
Let's Revise Step-by-Step: A Unified Local Search Framework for Code Generation with LLMs
NeurIPS 2025poster
Large Language Models (LLMs) with inference-time scaling techniques show promise for code generation, yet face notable efficiency and scalability challenges. Construction-based tree-search methods suffer from rapid growth in tree size, high token consumption, and lack of anytime property. In contras…