Taylor was 7-of-11 from the field, including two 3-pointers. Dave Noel scored 13 points for the Knights (13-11, 6-4 Conference USA) and added a team-high eight boards and seven assists.
Rice outscored Central Florida 33-29 in the second half. But the Owls couldn't overcome hot shooting by the Knights, who shot 57 percent from the field in the second half.
Rice (3-21, 0-11) was led by Patrick Britton with 12 points. Suleiman Braimoh added 11 points and 12 rebounds off the bench.
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