Embedding graphs in Euclidean space
N\'ora Frankl, Andrey Kupavskii, Konrad J. Swanepoel

TL;DR
This paper investigates the Euclidean embedding dimension of graphs, establishing bounds based on edges and degree, and explores Ramsey-type results for graph embeddings in Euclidean space and spheres.
Contribution
It improves existing bounds on graph embedding dimensions and proves new Ramsey results for embeddings in Euclidean space and spheres.
Findings
Graphs with fewer than inom{d+2}{2} edges have dimension at most d
Graphs with maximum degree d have dimension at most d
In any red-blue edge coloring of K_{2d}, one color class can be embedded in -space
Abstract
The dimension of a graph is the smallest for which its vertices can be embedded in -dimensional Euclidean space in the sense that the distances between endpoints of edges equal (but there may be other unit distances). Answering a question of Erd\H{o}s and Simonovits [Ars Combin. 9 (1980) 229--246], we show that any graph with less than edges has dimension at most . Improving their result, we prove that that the dimension of a graph with maximum degree is at most . We show the following Ramsey result: if each edge of the complete graph on vertices is coloured red or blue, then either the red graph or the blue graph can be embedded in Euclidean -space. We also derive analogous results for embeddings of graphs into the -dimensional sphere of radius .
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
