Wayne Selden Jr. added 14 points as Kansas (6-1) held off the Miners to claim the third-place game at the Battle-4-Atlantis tournament.
Naadir Tharpe also reached double figures with 11 points.
UTEP (4-4) was paced by McKenzie Moore led with 15 points.
Justin Crosgile contributed 14 and Vince Hunter added 10 for the Miners.
2014: The Year in Music [PHOTOS]