Relationships between cycle spaces, gain graphs, graph coverings, fundamental groups, path homology, and graph curvature
Mark Kempton, Florentin Munch, Shing-Tung Yau

TL;DR
This paper establishes a homology vanishing theorem for graphs with positive Bakry-Émery curvature, showing their first homology group is trivial and their fundamental group is finite, linking curvature to topological properties.
Contribution
It introduces new relationships among graph curvature, cycle spaces, gain graphs, and fundamental groups, extending classical manifold results to graph theory.
Findings
Graphs with positive curvature have trivial first homology.
Fundamental groups of such graphs are finite.
New connections between gain graphs, coverings, and homotopy are established.
Abstract
We prove a homology vanishing theorem for graphs with positive Bakry-\'Emery curvature, analogous to a classic result of Bochner on manifolds \cite{Bochner}. Specifically, we prove that if a graph has positive curvature at every vertex, then its first homology group is trivial, where the notion of homology that we use for graphs is the path homology developed by Grigor'yan, Lin, Muranov, and Yau \cite{Grigoryan2}. %\Hm{added the fundamental group curvature relation} We moreover prove that the fundamental group is finite for graphs with positive Bakry-\'Emery curvature, analogous to a classic result of Myers on manifolds \cite{Myers1941}. The proofs draw on several separate areas of graph theory. We study graph coverings, gain graphs, and cycle spaces of graphs, in addition to the Bakry-\'Emery curvature and the path homology. The main results follow as a consequence of several different…
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.
Taxonomy
TopicsTopological and Geometric Data Analysis · Homotopy and Cohomology in Algebraic Topology · Ophthalmology and Eye Disorders
