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Given a graph family , let denote the set of -vertex -subdivision-free graphs with the maximum spectral radius. In this paper, we investigate the problem of graph subdivision from a spectral extremal perspective, with a focus on the structural characterization of graphs in . For any graph , let denote its independence number. Define . We prove that every graph in contains a spanning subgraph isomorphic to , which is obtained by joining a -clique with an independent set of vertices. This extends a recent result by Zhai, Fang, and Lin concerning spectral extremal problems for -minor-free graphs.

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