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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

Wei Huang

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Open access Aug 2026

Proactive Traffic Operational Risk Assessment Using Variational Autoencoders

An innovative, data-driven Traffic Operational Risk (TOR) assessment framework that integrates unsupervised deep learning with extreme-value statistics to achieve continuous, proactive risk monitoring, providing a mathematically rigorous paradigm for precision-guided highway safety management.

Wei Huang, Sen Luan, Zhong-Bin Luo et al. · 0 citations
Review Open access Aug 2026

An end-to-end deep learning image compression method for satellite images based on entropy model

A block compression strategy is proposed, which divides large-size images into sub-blocks of 256 × 256 pixels for independent compression, and realizes complete image reconstruction through decompression and splicing technology in order to meet the processing requirements of high-resolution satellite images.

Yan-Long Gao, Hai-Ming Xu, Wei Huang et al. · 0 citations
Open access Jul 2026

A YOLOv8-Based Real-Time Road Congestion Decision-Making Approach Fused with Channel–Spatial Attention and Dynamic Weighted Loss

This study proposes an optimized YOLOv8-based detection paradigm that decouples multi-scale feature enhancement from dynamic focused bounding box regression, and maintains a real-time inference speed of 86 FPS on an NVIDIA RTX 3090 GPU, far exceeding the 30 FPS threshold for real-time traffic monitoring.

Wei Huang, Heyang Xu, Hao Bai et al. · 0 citations

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