Author

Yun-Ping Wang

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Preprint Sep 2026

Edge-centric Brain Transformer: An Edge-centric Functional Connectivity Learning Framework for fMRI-based Brain Disorder Diagnosis

An edge-centric brain transformer (EBT) framework is proposed that reformulates rs-fMRI analysis as functional connection representation learning and consistently outperforms representative graph neural networks, brain transformers, and conventional connectivity-based approaches.

Deng-Yi Zhao, Zhi-Heng Zhou, Meng-Yao Zhou et al. · 0 citations

Aug 2026

Measuring the higher-order homophily in a general social hypergraph.

A new descriptive homophily measure for general social hypergraphs where group interactions involve arbitrary number of individuals is proposed, and constraints of monotonic and majority homophily for two-class labels are established, providing a framework for analyzing homophily patterns.

Yunping Wang, Zhiheng Zhou, Mingwei Li et al. · Chaos · 0 citations