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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

Zigan Zhou

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Preprint Aug 2026

Remote-Sensing City Layout Extraction with MLLM

Remote-sensing systems usually describe urban content with detection boxes, semantic masks, or vector boundaries. Such outputs locate classes and support image-plane scoring, yet they do not by themselves constitute an executable layout that retains object identities, typed relations, topology, and regeneration rules....

Zigan Zhou, Kai Li, Yupeng Deng · 0 citations

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