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Yun-Jian Zhang

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Conference Aug 2026

TrustTwin: World-Model-Enhanced Twins for Trustworthy AIoT Decision Making

Recent advances in large language models are pushing IoT systems toward autonomous Artificial Intelligence of Things (AIoT) paradigms, where system behavior depends on protocol semantics, internal state, interaction history, and environmental context. This creates a gap between AI-generated decisions and the behavior o...

Xiao-Yue Ma, Hua-Li Lu, Xiang-Xiang Dai et al. · 0 citations

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