  In this paper, we study the high-dimensional Hausdorff operators, defined via
a general linear mapping $A$, and their commutators on the weighted Morrey
spaces in the setting of the Heisenberg group. Particularly, under some
assumption on the mapping $A$, we establish their sharp boundedness on the
power weighted Morrey spaces.
