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Sponsored AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI

Author

Juan Luo

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2026

Attenuation Field Prediction Using Physics-Guided Spatio-Temporal Diffusion in LEO Satellite-to-Ground Communications

Accurate attenuation field prediction for low earth orbit satellite-to-ground (StG) is critical for capturing the dynamic variations of signal propagation under complex atmospheric and geometric conditions. Existing StG attenuation modeling implicitly assumes attenuation is a point-wise scalar, which is insufficient fo...

Ying Qiao, Juan Luo, Shu-Yang Teng et al. · 0 citations
#federated learning Oct 2026

Defending Poisoning Attacks in Federated Learning Under System and Data Heterogeneity

Federated learning (FL) is susceptible to poisoning attacks, where malicious clients manipulate local data or models to disrupt training. The system and data heterogeneity inherent in practical FL systems exacerbates these vulnerabilities, rendering existing defense mechanisms ineffective or infeasible. Specifically, d...

Peng Sun, Tao Liu, Yang Xu et al. · 0 citations
Conference Jul 2026

Semantic-Aware Scheduling and Resource Allocation for AI Inference Services in Enterprise Multi-Cloud Systems

Multi-cloud and hybrid-cloud deployment has become a common architecture for enterprise artificial intelligence (AI) services, where inference requests may need to be processed across heterogeneous public, private, and regional cloud domains. Existing studies mainly model incoming requests as conventional resource-orie...

Juan Luo, Qian Sun, Ying Qiao et al. · 0 citations

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