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Author

Xiaomeng Wang

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Preprint Sep 2026

Visual Input and Its Framing Affect Attribute-based Descriptions Produced by Large Vision-Language Models

Large vision-language models (LVLMs) are commonly used with only a single text prompt as the input, or plus an image. In this paper, we demonstrate that when the image exists, even if the text prompt is not about the specific instance (but only the concept it belongs to) in that image, the response would still be affec...

Xiao-Meng Wang, Martha Larson, Zheng-Yu Zhao · 0 citations
Open access Aug 2026

A Schematic-Level Digital Near-Memory Computing Architecture Utilizing 1T3R Memristor Arrays and Pipelined MAC for Pattern Recognition

This work presents a schematic-level digital near-memory computing architecture based on a 1-Transistor-3-Resistor (1T3R) bit-slicing scheme for 3-bit signed weight storage and indicates that the proposed architecture can maintain functional classification capability under 3-bit weight and 2-bit input constraints.

Zeyuan Hou, Xiao-Meng Wang, Yang Yi · 0 citations

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