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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

Peng Tu

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Open access 2026

Enhancing Target and Rectifying Clutter: A Structure-Guided Frequency Rectification Network for Infrared Small-Target Detection

Infrared small-target detection (IRSTD) remains challenging under low signal-to-noise ratio conditions, where weak target responses are easily submerged by complex background clutter. Existing enhancement-oriented methods may inadvertently activate target-like clutter in complex backgrounds. Once propagated through fea...

Peng Tu, Chun-Qiang Sun, Jian-Jun Liu · 0 citations
Preprint Jul 2026

DyneTrion: A Spatio-temporally Coherent Generative Emulator for Protein Dynamics Across Timescales

DyneTrion is presented, a generative protein dynamics emulator that jointly enforces geometric symmetry, structural consistency and temporal coherence within a single framework and provides a scalable path from static structure prediction toward time-resolved, ensemble-faithful protein modeling.

Kaihui Cheng, Zhiqiang Cai, Peng Tu et al. · 0 citations

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