A leaf vertex is a vertex in a graph that has exactly one edge connected to it, making it a terminal point or endpoint in the graph. This type of vertex is often found in tree structures and plays a crucial role in defining the overall shape and characteristics of a graph. Leaf vertices can indicate points of interest, such as endpoints in paths or branches, and are essential for understanding connectivity within graphs.