Author

Yuxuan Lei

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Open access Sep 2026

Adaptive seismic diffraction separation via a hybrid attention-based CASCU network

Diffractions carry critical information about small-scale subsurface heterogeneities, such as faults, pinch-outs, salt domes, and fractured-vuggy reservoirs; therefore, identifying and characterizing these diffractive bodies has been a central focus in geophysical research. However, existing deep learning methods still...

Juan Chen, Meng-Jun Cao, Yuxuan Lei et al. · Frontiers in Earth Science · 0 citations

Open access Jul 2026

Attention-Enhanced MinkUNet for Label-Efficient Segmentation of Transmission Line LiDAR Point Clouds

This study presents a label-efficient segmentation method built on MinkUNet, a sparse voxel convolutional network enhanced with self-attention modules in its encoder–decoder for better spatial reasoning over corridor objects (e.g., trees, buildings, towers).

Yijiang Wu, Jianfeng Huang, Yuxuan Lei · Applied Sciences · 0 citations