2 papers
cs.LG2024
Hypergraph Neural Networks Reveal Spatial Domains from Single-cell Transcriptomics Data
Mehrad Soltani, Luis Rueda
The task of spatial clustering of transcriptomics data is of paramount importance. It enables the classification of tissue samples into diverse subpopulations of cells, which, in t…
cs.LG2024
Hyperedge Modeling in Hypergraph Neural Networks by using Densest Overlapping Subgraphs
Mehrad Soltani, Luis Rueda
Hypergraphs tackle the limitations of traditional graphs by introducing {\em hyperedges}. While graph edges connect only two nodes, hyperedges connect an arbitrary number of nodes…