Author

Yuchuan Wu

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#artificial intelligence Preprint Sep 2026

VD-DeepStack: Bridging Visual Comparison and Language Reasoning for Few-Shot Anomaly Detection

Few-shot visual anomaly detection is fundamentally a visual comparison task, requiring fine-grained inspection of a query against normal references. Many recent methods based on large vision-language models (LVLMs) emphasize comparative reasoning through language chain-of-thought. Yet discrete, abstract descriptions ma...

Meng-Yang Zhao, Zhuo-Lin He, Hai-Yang Yu et al. · 0 citations

Preprint Aug 2026

SAGE: From Direct Answering to Evidence-Grounded Inference for Chinese Ancient Document Understanding

SAGE is an evidence-grounded multi-agent framework that reformulates Chinese ancient document understanding as evidence-grounded inference rather than direct answer generation, highlighting the importance of structured, evidence-grounded inference beyond model scaling.

Yu-Chuan Wu, Xuan Luo, Yinglian Zhu et al. · 0 citations

#computer vision Preprint Aug 2026

IterCAD: Iterative Program Repair for CAD Code Generation from Orthographic Views

This paper proposes IterCAD, an iterative framework that reformulates orthographic-view-to-CAD generation as a progressive program repair process that consistently improves code executability and geometric fidelity over strong one-shot baselines.

Yu-Chuan Wu, Ke Niu, Hai-Yang Yu et al. · 0 citations