most citedPYInfer: Deep Learning Semantic Type Inference for Python Variables

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cs.LG2026

CORVUS: Context Optimization and Reduction Via Underlying Synchronization for LLM Coding Agents

Mingwei Zheng, David OBrien, Siwei Cui +4

LLM coding agents operate by constructing trajectories that accumulate reasoning, tool calls, and results to enable multi-step decision-making. However, the conventional append-onl…