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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

Wen-Ran Le

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2 papers indexed here

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Open access Sep 2026

MA-GAN: Jamming Waveform Generation Based on Masked Self-Supervised Learning and Multiscale Feature Fusion

In open, noncooperative electromagnetic environments, prior information about target signals, such as their modulation types and symbol rates, is often difficult to obtain. Consequently, both conventional methods and explicitly label-dependent jamming waveform generation methods face substantial limitations in practica...

Yi-Han Tan, Xi-Kang Wang, Wen-Ran Le et al. · 0 citations
2026

DSG-Adapter: Parameter-Efficient Fine-Tuning for Wideband Signal Detection and Recognition

Wideband signal detection and recognition (WSDR) is a key technology in the field of spectrum sensing. Recently, the paradigm of adapting pre-trained vision backbones to downstream WSDR tasks has become mainstream. However, conventional full fine-tuning incurs prohibitive computation and storage overheads. Parameter-ef...

Xi-Kang Wang, Hua Xu, Zi-Sen Qi et al. · 0 citations

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