Authors

Yinuo Zhang

Publications 2

Preprint Open access

Generalized Residual Closure: General Learning Dynamics for Stability-Plasticity Compatibility

Dongxu Li, Yinuo Zhang, Hongyu Zhang et al. · 2026

Learning must acquire new capabilities while preserving both prior responsibilities and the capacity to learn again. We introduce Generalized Residual Closure (GRC), a framework for learning as recursive closure of future-relevant discrepancies: closing a residual establishes the conditions for subsequent prediction, i …

Preprint Open access

Scientific Image Quality Assessment via Multi-modal Retrieval-Augmented Generation

Yinuo Zhang, Bingshuo Liu, Zhiying Tu et al. · 2026

This paper proposes a Retrieval-Augmented Generation (RAG) framework for scientific image quality assessment, designed to simultaneously address both the understanding track (SIQA-U) and the scoring track (SIQA-S) of the SIQA challenge. We construct a multimodal index that integrates textual semantics with fine-grained …

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