How do hyperedges overlap in real-world hypergraphs?-patterns, measures, and generators
Hypergraphs, a generalization of graphs, naturally represent groupwise relationships
among multiple individuals or objects, which are common in many application areas …
among multiple individuals or objects, which are common in many application areas …
Natural and artificial dynamics in graphs: Concept, progress, and future
Graph structures have attracted much research attention for carrying complex relational
information. Based on graphs, many algorithms and tools are proposed and developed for …
information. Based on graphs, many algorithms and tools are proposed and developed for …
Ahp: Learning to negative sample for hyperedge prediction
Hypergraphs (ie, sets of hyperedges) naturally represent group relations (eg, researchers co-
authoring a paper and ingredients used together in a recipe), each of which corresponds to …
authoring a paper and ingredients used together in a recipe), each of which corresponds to …
A survey on hypergraph mining: Patterns, tools, and generators
Hypergraphs are a natural and powerful choice for modeling group interactions in the real
world, which are often referred to as higher-order networks. For example, when modeling …
world, which are often referred to as higher-order networks. For example, when modeling …
Midas: Representative sampling from real-world hypergraphs
Graphs are widely used for representing pairwise interactions in complex systems. Since
such real-world graphs are large and often evergrowing, sampling a small representative …
such real-world graphs are large and often evergrowing, sampling a small representative …
Reciprocity in directed hypergraphs: measures, findings, and generators
Group interactions are prevalent in a variety of areas. Many of them, including email
exchanges, chemical reactions, and bitcoin transactions, are directional, and thus they are …
exchanges, chemical reactions, and bitcoin transactions, are directional, and thus they are …
Thyme+: Temporal hypergraph motifs and fast algorithms for exact counting
Group interactions arise in our daily lives (email communications, on-demand ride sharing,
comment interactions on online communities, to name a few), and they together form …
comment interactions on online communities, to name a few), and they together form …
Hypergraph patterns and collaboration structure
Humans collaborate in different contexts such as in creative or scientific projects, in
workplaces and in sports. Depending on the project and external circumstances, a newly …
workplaces and in sports. Depending on the project and external circumstances, a newly …
Mining of real-world hypergraphs: Patterns, tools, and generators
Group interactions are prevalent in various complex systems (eg, collaborations of
researchers and group discussions on online Q&A sites), and they are commonly modeled …
researchers and group discussions on online Q&A sites), and they are commonly modeled …