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Author

Yuwei Cai

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Open access Aug 2026

Wi-CSNet: A Spatio-Temporal Model for CSI-Based Human Activity Recognition

Wi-CSNet is presented, a lightweight CSI-oriented framework that integrates Discrete Wavelet Transform (DWT) preprocessing, asymmetric-stride convolutions, and a Cross-Scanning State Space Duality block derived from Mamba2 that confirms the effectiveness and robustness of Wi-CSNet for fine-grained CSI-based activity re...

Zhong-Jian Gao, Rui-Ge Zhang, Yuwei Cai et al. · 0 citations
Open access Jul 2026

From Super-Resolution to Superior Land Cover Detection: Cross-Channel Attention Network for Aerial Image

MAPSRNet offers a practical solution for scenarios where HR imagery is limited or unavailable, highlighting its potential for large-scale remote sensing applications and demonstrating that perceptual and structural fidelity, rather than pixel-level similarity, can drive superior performance in urban land cover segmenta...

Yuwei Cai, Zhimeng He, Meiliu Wu et al. · 0 citations

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