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Author

Ya-Nan Zhang

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Open access Oct 2026

A hierarchical evolutionary deep reinforcement learning algorithm for influence maximization in multilayer hypergraphs

Multilayer hypergraphs provide a unified representation of influence diffusion in complex networks by coupling relation layers through shared entities and encoding higher-order group interactions as hyperedges. Existing influence maximization (IM) methods have been extensively studied on ordinary graphs and single-la...

Ya-Nan Zhang, Yu-Feng Su, Yun-Fan Zhou et al. · 0 citations
Open access 2026

An Empirical Study of Large Language Models for Risk Verification in Automotive Binary Programs

Large Language Models (LLMs) have become a key driver of productivity advancement; however, research on LLMs in the context of automotive conformity assessment remains limited. This paper investigates the application of LLMs to risk verification under automotive conformity assessment. First, through expert manual analy...

Ya-Nan Zhang, Long-Hai Yu, Qian-Chuang Zhi et al. · 0 citations

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