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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

Weiwei Jiang

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Review Oct 2026

A Hierarchical Space-Ground Collaborative Network: Architecture Design and Deployment

The sixth-generation (6G) landscape demands a profound architectural evolution toward a unified, collaborative ecosystem that integrates satellite and terrestrial segments to provide ubiquitous global connectivity. Nevertheless, conventional independent management paradigms are increasingly challenged by the profound s...

Yun-Xin Geng, Shao-Peng Feng, Xue-Kun Hao et al. · 0 citations
#large language models Open access Oct 2026

Synthesis of Reliable Logic Question Answering Data for Large Language Model with Aid of Operations Research Program

Logical reasoning is a highly valued capability in language models. However, high-quality logical reasoning data remain scarce, while manual data creation is costly and time-consuming. We introduce Operations Research Aided Synthesis (ORAS), a solver-verified, two-layer incremental framework for synthesizing logic ques...

Li You, Bao-Zheng Jiang, Wen-Ying Qiu et al. · 0 citations
2026

Multi-Level Spatiotemporal Framework for Automatic Modulation Classification

Automatic modulation classification (AMC) has been a critical task in non-cooperative communication systems, yet the application of deep learning to this domain faces challenges. In this letter, we propose a multi-level spatiotemporal framework for AMC. The model integrates a series of fundamental deep learning compone...

Qinghe Zheng, Liande Hou, Yi-Zhe Zhao et al. · 1 citation
Open access Aug 2026

EdgeNeXt-Attn: A Lightweight Attention-Enhanced Deep Learning Framework for Fire Detection in Remote Sensing Imagery

This study proposes EdgeNeXt-Attn, an enhanced EdgeNeXt-based framework that effectively integrates local feature learning and global contextual modeling through channel and spatial attention mechanisms and improves the detection of small, occluded, and visually ambiguous fire regions while maintaining the computationa...

Hikmat Yar, Nehad Ali Shah, Wei-Wei Jiang et al. · 0 citations
Open access 2026

A Lightweight Multiscale Fusion Framework for Traffic Vehicle Detection From Satellite Remote Sensing, UAV, and CCTV Imagery

A lightweight source-conditioned multiscale detection framework for vehicle detection from independent satellite, UAV, and CCTV image domains is proposed, centered on a source-aware multiscale awareness fusion module (SA-MS-AFM), which performs source-expert reweighting from a single input image and supports masked-exp...

Zhen Liu, Mei-Po Kwan, Weiwei Jiang et al. · 4 citations

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