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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

Qinmu Peng

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2 papers indexed here

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Review Sep 2026

Socialality Anchors: Towards Group-bounded Trajectory Prediction

Trajectory prediction is a key component for understanding human behavior patterns in dynamic scenes. Researchers have devoted substantial efforts to modeling social interactions, especially group-wise interactions, since group membership often reflects shared intention, coordinated motion, and stable mutual adaptation...

Zi-Qian Zou, Cong-Hao Wong, Qin-Mu Peng et al. · 0 citations
Preprint Aug 2026

Perceptual Anchoring: Prototype-Guided Text Calibration for Training-free Open-Vocabulary Semantic Segmentation

Inspired by the symbol-percept correspondence underlying perceptual anchoring, Prototype-Guided Text Calibration (PTC) is proposed for training-free OVSS and significantly enhances the performance of six representative methods and yields more complete and accurate segmentation results.

Wanli Ma, Jiang-Wen Lu, Qin-Mu Peng et al. · 0 citations

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