Luol Deng supplied an all-around game of 19 points, seven assists, five rebounds and four steals as the Bulls improved to 10-8 at home.
Nate Robinson also made a big contribution for Chicago, providing 14 points and seven assists.
Dion Waiters and Kyrie Irving combined for 33 points for the Cavaliers, who fell for the fifth time in six contests.
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