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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

Songyang Ding

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Aug 2026

A Semantic Parsing Method for Indoor Scene Images Based on Prior Knowledge of Building Structure.

This paper proposes a semantic parsing method that leverages building-structure priors that uses a shifted-window hierarchical transformer encoder to extract multi-scale visual features and combines a gradient-direction-consistency line segment detection algorithm to construct a Manhattan 3D bounding box.

Honglin Zhou, Songyang Ding, Jin-Tao Jiang · 0 citations
Preprint Aug 2026

PolarSym: Polar Geometry-aware Attention for CAD Floorplan Parsing

PolarSym is proposed, a polar-coordinate geometry-aware attention framework for CAD plan parsing that improves the geometric awareness of Transformers at low computational cost, offering an effective geometric modeling paradigm for CAD plan parsing.

Kerui Chen, Yi-Qing Wang, Kangzhou Xin et al. · 0 citations

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