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Author

Huqin Weng

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Open access Aug 2026

CPMS-Net: A lightweight cooperative perception multi-scale network for crowd counting

Crowd counting aims to estimate the number of people in an image and is a key technology in applications such as intelligent surveillance and public security. With the development of edge computing, deploying crowd counting models on resource-constrained edge devices has become a significant trend, which poses higher r...

Gufeng Shang, Huqin Weng, Xu-Ming Lu · 0 citations

Masked Generative-Contrastive Representation Learning for Cross-Dataset EEG-Based Emotion Recognition

MGCRL is a novel SSL framework specifically designed for EEG-based emotion recognition that integrates generative and contrastive learning to achieve both fine-grained and global discriminative representations for cross-dataset generalization.

Huqin Weng, Jiayang Huang, Yimin Wen et al. · 0 citations

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