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Zhu-Ye Xu

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Open access Sep 2026

A Study on Urban Traffic Speed Prediction Using Spatiotemporal Attention-Based Convolutional Neural Networks

Urban traffic speed prediction requires effective modeling of road-network spatial dependencies and temporal dynamics. This study develops an attention-based spatiotemporal graph convolutional framework (AT-GCN-GRU) for multi-horizon traffic speed prediction. The model combines graph convolution for spatial feature ext...

Zhu-Ye Xu, Shao-Yang Wang, Hong-Qiang Xin et al. · 0 citations
Conference Aug 2026

A Review of Deep Learning Object Detection Algorithms

Object detection and multi-object tracking are core foundational tasks in computer vision, serving as crucial supporting technologies for high-end applications such as autonomous driving, intelligent security, industrial inspection, and robot navigation. This paper systematically reviews the complete evolution of objec...

Zi-Hao He, Zhu-Ye Xu, Song-Bai Li · 0 citations

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