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Siyu Ye

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#artificial intelligence Preprint Oct 2026

RSIHub: A Composable Framework for Agent-Evolution Methods

Agent-evolution methods use execution feedback to improve prompts, skills, tools, and orchestration, but their implementations often rebuild the same experimental machinery. We present RSIHub, an open-source framework for building, comparing, and extending these methods on shared infrastructure. Recipes compose reusabl...

Zi-Mu Wang, Xiaobo Wang, Si-Yu Ye et al. · 1 citation
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

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