Author

Yinze Ding

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#artificial intelligence Preprint Sep 2026

DiagEvo: Diagnosis-Guided Self-Evolution via Hierarchical Error Memory

DagEvo is introduced, whose diagnostician extracts recurring error causes from this history and stores them in a hierarchical error-cause memory, whose diagnostician extracts recurring error causes from this history and stores them in a hierarchical error-cause memory.

Xin Wei, Yinze Ding, Yoshua Y. Li et al. · 0 citations

Conference Open access 2026

X-Router: Decoupling Knowledge and Reasoning for Cost-Effective LLM Inference

X-R OUTER is presented, a dual-axis routing framework that separates retrieval necessity from reasoning necessity under a user-deﬁned cost–quality trade-off and reduces QA benchmarks across six QA benchmarks.

Zixuan Wang, Yinze Ding, Zihan Wang et al. · Annual Meeting of the Associ... · 0 citations