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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

Tao Shen

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Open access Jul 2026

LLM-Enhanced Semantic Segmentation of Large-Scale Urban LiDAR Point Clouds via Contextual Prompting

A contextual cue framework of "LiDAR semantics-large language model-retrieval-enhanced generation" is proposed, providing a new technical path for high-precision, fine-grained semantic segmentation of urban LiDAR point clouds and also offers a theoretical reference for promoting the in-depth application of large language models in 3D spatial intelligence.

Jinlong Wang, Tao Shen, Liang Huo et al. · 0 citations

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