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Honglian Wang

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#machine learning Preprint Aug 2026

Unsupervised Multi-Scale Gromov-Wasserstein Hypergraph Alignment

This work introduces FALCON (Filtration-based hypergrAph aLignment via Cross-scale Optimal traNsport), an unsupervised optimal-transport framework for hypergraph alignment that constructs a filtration-induced sequence of clique-based co-occurrence dissimilarity matrices and jointly aligns all levels through one shared...

Lutz Oettershagen, Honglian Wang, A. Gionis · 0 citations