Dower put in 22 points, Coleman added 21, and Kevin Pangos supplied 15, nine rebounds and six assists for the Bulldogs (8-1).
Seven-foot-1 Przemek Karnowski of Gonzaga added nine points and nine rebounds, while 7-foot-5 Sim Bhullar of the Aggies was limited to six points with four blocks.
Daniel Mullings led New Mexico State (7-4) with 17 points and five assists.
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