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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

Bing-Dong Li

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#edge computing Nov 2026

Diffusion Model Based Preference-Guided Learning for Edge Server Placement

Edge server placement (ESP) is critical in mobile edge computing (MEC) by enabling low-latency services and cost-efficient operation through effective resource allocation. However, with the rapid growth of candidate nodes and the integration of heterogeneous server types, ESP becomes a complex large-scale multi-objecti...

Feng Wang, Zhi-Hui He, Bing-Dong Li et al. · 0 citations
#artificial intelligence Preprint Sep 2026

SkillFocus: Evolving Agent Skills via Capability Decomposition

Agent skill evolution seeks to improve reusable procedural guidance for large language model (LLM) agents through iterative revision. Existing methods base each revision mainly on execution trajectories or feedback, leaving recurring behavioral requirements across tasks implicit and tying revision to the behavior of th...

Ning Wang, Z. Gong, Bing-Dong Li et al. · 0 citations

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