The Mustangs (8-10) trailed just once, 2-0. They raced to an 18-4 cushion and led by as many as 19 points in the second half.
Williams scored at least 20 points for the seventh time in his career, the sixth this season and third game in a row. He had five assists.
SMU blocked a season-high six shots.