16 citations · 16 across the 4 of their papers we have counts for
4 papers
HyperQuery: Beyond Binary Link Prediction
Sepideh Maleki, Josh Vekhter, Keshav Pingali
Groups with complex set intersection relations are a natural way to model a wide array of data, from the formation of social groups to the complex protein interactions which form t…
Community Detection in Hypergraphs via Mutual Information Maximization
Jurgen Kritschgau, Daniel Kaiser, Oliver Alvarado Rodriguez +7
The hypergraph community detection problem seeks to identify groups of related nodes in hypergraph data. We propose an information-theoretic hypergraph community detection algorith…
Scalable Hypergraph Embedding System
Sepideh Maleki, Donya Saless, Dennis P. Wall +1
Many problems such as node classification and link prediction in network data can be solved using graph embeddings. However, it is difficult to use graphs to capture non-binary rel…
BiPart: A Parallel and Deterministic Multilevel Hypergraph Partitioner
Sepideh Maleki, Udit Agarwal, Martin Burtscher +1
Hypergraph partitioning is used in many problem domains including VLSI design, linear algebra, Boolean satisfiability, and data mining. Most versions of this problem are NP-complet…