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Ruilin Tong

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Jul 2026

MILES: Modular Instruction Memory with Learnable Selection for Self-Improving LLM Reasoning

MILES (Modular Instruction Memory with LEarnable Selection for self-improving LLM reasoning), a framework that dynamically expands step-wise memory and applies correctness-optimized memory composition under realistic test-time constraints, consistently matches or outperforms prior methods while achieving superior accur...

Ruilin Tong, Dong Gong · 0 citations

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