Papers by Qiuyan Yan

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Challenge:	Existing approaches to building dynamic reasoning trees rely on manual decomposition patterns and subproblems.
Approach:	They propose a hierarchical reasoning framework based on MFR theory that supports adaptive reasoning trees and reliable error correction within a single LLM.
Outcome:	The proposed framework significantly reduces logical errors and improves reasoning accuracy compared to the Chain-of-Thought, Decompose–Analyze–Rethink and Tree-of–Though.