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Theodore Papamarkou

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#machine learning Preprint Sep 2026

TopoEmbedX: A General Framework for Representation Learning on Topological Domains

Topological structures such as simplicial complexes, hypergraphs, and cell complexes extend standard graph models by modeling higher-order relationships. These structures appear in many modern datasets and require specialized methods for generating meaningful embeddings. In this paper, we introduce TopoEmbedX, a unifie...

Florian Frantzen, Ibrahem AlJabea, I. Henriques-Cadby et al. · 0 citations

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