-
1
Hypergraph convolution and hypergraph attention
Published 2020“…To efficiently learn deep embeddings on the high-order graph-structured data, we introduce two end-to-end trainable operators to the family of graph neural networks, i.e., hypergraph convolution and hypergraph attention. Whilst hypergraph convolution defines the basic formulation of performing convolution on a hypergraph, hypergraph attention further enhances the capacity of representation learning by leveraging an attention module. …”
Journal article -
2
Decomposing hypergraphs into k-colorable hypergraphs
Published 2014-06-01Subjects: “…Hypergraph…”
Get full text
Article -
3
Hypergraph and Uncertain Hypergraph Representation Learning Theory and Methods
Published 2022-06-01Subjects: “…hypergraph…”
Get full text
Article -
4
Hypergraph-Mlp: learning on hypergraphs without message passing
Published 2024“…Many hypergraph neural networks leverage message passing over hypergraph structures to enhance node representation learning, yielding impressive performances in tasks like hypergraph node classification. …”
Conference item -
5
-
6
-
7
-
8
-
9
The mixed hypergraphs
Published 1993-02-01“…We introduce the notion of an anti-edge of a hypergraph, which is a non-overall polychromatic subset of vertices. …”
Get full text
Article -
10
-
11
-
12
-
13
Intersections of hypergraphs
Published 2014“…Given two weighted k-uniform hypergraphs G, H of order n, how much (or little) can we make them overlap by placing them on the same vertex set? …”
Journal article -
14
Quasirandomness in hypergraphs
Published 2017“…In recent years, more quasirandom graph properties have been found and extensions to hypergraphs have been explored. For the latter, however, there exist several distinct notions of quasirandomness. …”
Journal article -
15
Quasirandomness in hypergraphs
Published 2018“…In recent years, work in this area has focused on uncovering more quasirandom graph properties and on extending the known results to other discrete structures. In the context of hypergraphs, however, one may consider several different notions of quasirandomness. …”
Journal article -
16
Hamiltonicity and $\sigma$-hypergraphs
Published 2014-01-01Subjects: “…Hypergraphs; Hamiltonicity…”
Get full text
Article -
17
-
18
-
19
Generalized Hypergraph Coloring
Published 2021-02-01Subjects: “…hypergraph decomposition…”
Get full text
Article -
20