Gradient estimates, Bakry-Emery Ricci curvature and ellipticity for unbounded graph Laplacians

In this article, we prove gradient estimates under Bakry-Emery curvature bounds for unbounded graph Laplacians which satisfy an ellipticity assumption. As applications, we study completeness and finiteness of stochastically complete graphs under Bakry-Emery curvature bounds.