Harris netted 13 points and Valentine added 12 as the Spartans (10-2) notched their fifth straight victory.
Branden Dawson also reached double figures with 10 points and added six rebounds for Michigan State.
The Falcons (5-5) were led by Chauncey Orr with a game-high 16 points.
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