Author

Shuo Ye

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Preprint Aug 2026

Asymmetric Cross-Modal Fine-Grained Visual Categorization: ACF-Net and the BirdPro Benchmark

Audio-visual cross-modal Fine-Grained Visual Categorization (FGVC) aims to identify fine-grained categories by jointly leveraging visual and auditory information. However, FGVC under asymmetric cross-modal scenarios has received limited attention, where paired video and audio are not strictly synchronized and may not e...

Bohan Deng, Shuo Ye, Zitong Yu · 0 citations

2026

SeRoNet: Semantic-Aware Channel Routing for UAV Visible-Infrared Object Detection

Visible-infrared uncrewed aerial vehicle (UAV) object detection is essential for robust all-day aerial perception, as visible imagery provides rich appearance cues while infrared imagery offers stable thermal responses under adverse illumination. However, existing multimodal detectors mainly rely on feature-level inter...

Ying-Xin Tang, Shuo Ye, Zi-Tong Yu · IEEE Transactions on Geoscie... · 0 citations

Jul 2026

PCA: Persistence-Aware Compression and Aggregation for Fast Video Large Language Models

This approach substantially reduces the computation of long-context modeling, while enhancing the performance of the baseline model, achieving a speedup of 1.8$\times to 2.5$\times compared to the baseline VLLM.

Zihan Song, Shuo Ye, Bo Zhao et al. · arXiv.org · 0 citations