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Author

Xinyi Guo

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Aug 2026

A 64-bit high-precision flash computing-in-memory architecture with a parallel input scheme

This work presents a novel parallel input scheme for high-precision computing in flash-based CIM with high bit-density (4 bits/cell) and provides a feasible approach to constructing a high-precision CIM architecture.

Yang Feng, Xinyi Guo, Chang-Hui Chen et al. · 0 citations
Conference Aug 2026

AART: image classification with adaptive attention region transformer

The Adaptive Attention Region Transformer (AART) is proposed, which dynamically discriminates between regions based on their saliency, and achieves significant improvements over existing methods without requiring pre-training, validating its effectiveness in adaptive region processing.

Jing Liu, Xinyi Guo, Xin Zhang · 0 citations

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