Irving played 10 minutes Sunday night before going to the locker room. He had two points and four assists, missing all five of his shots.
The All-Star game MVP is the top scorer among Eastern Conference point guards with 21.5 points per game. He also leads the Cavaliers with 6.3 assists.
The Associated Press contributed to this report.