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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

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Jie-Jie Shi

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#edge computing Open access Oct 2026

YOLOv11-GPC: A Lightweight Detection Model for Maize Diseases and Pests with Edge-Device Deployment on Jetson Orin Nano

This study designed an edge computing detection system for maize pests and diseases based on an improved YOLOv11 model and designed a C2PSLCA module based on linear self-attention to replace the C2PSA module in YOLOv11, enhancing the model’s ability to extract features of maize pests and diseases in complex environment...

Jie-Jie Shi, Liang-Ying Han, Qiang Wu et al. · 0 citations
#small language model Open access Sep 2026

EASE-CloudNet: Adaptive Safety Alignment for Edge–Cloud SLMs via GNN-Informed Selective Reasoning and Multi-Objective Distillation

EASE-CloudNet is a two-phase safety-alignment framework for generative small language models (SLMs) deployed on resource-constrained edge nodes that formulate deployment cost as a differentiable gate-conditioned expectation, so measured latency and energy constants affect the router through its reasoning probability.

Jie-Jie Shi, Hua-Cai Chen, Liang-Ying Han · 0 citations

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