Author

Siyu Ye

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Preprint Jul 2026

SWE-Pruner Pro: The Coder LLM Already Knows What to Prune

SWE-Pruner Pro is proposed, which prunes tool outputs directly inside the agent, with a small head turns the agent's own internal representations into a keep-or-prune label for each line, with a length-aware embedding keyed to each tool output's line count.

Yuhang Wang, Yuling Shi, Shaoqiu Zhang et al. · 2 citations