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Siyuan Liu

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2026

HongAvg: Hierarchical On-Demand Cognitive Split Federated Learning for Twin Agent Orchestration

Fusing digital twins (DTs) with world models (WMs) promises a leap from reactive monitoring to proactive control. However, deploying high-fidelity WMs faces a fundamental cognitive gap: the immense computational demand of foundation models conflicts with the resource constraints of 6G edge nodes, while privacy regulati...

Yue Wang, Jixuan Xie, Yusheng Lin et al. · 0 citations

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