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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

Run-Hao Fu

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Preprint Oct 2026

FrontierRefactor: Benchmarking Multi-Scale Performance-Oriented Codebase Refactoring

Autonomous codebase refactoring requires coding agents to restructure working software while strictly preserving externally observable behavior and prioritizing execution performance and compute efficiency over stylistic preference. Existing benchmarks: refactoring benchmarks assess functional correctness while overloo...

Shi-Jian Wang, Fan-Qing Meng, Jiajun Chen et al. · 0 citations
Preprint Aug 2026

Learning Compositional Spatio-Temporal Video Grounding with Synthetic Curriculum

This work builds a synthetic data engine that leverages a spatio-temporal scene graph as a difficulty measure and casts difficulty-controlled query synthesis as a constraint programming problem, producing difficulty-graded data for both evaluation and training and proposes CurrSTVG, a curriculum reinforcement learning...

Xing-Jian Wang, Shi-Jian Wang, Yi-Bo Wang et al. · 1 citation

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