Obama's positions on embryonic stem cell research and abortion have incited protests over the president's planned speech on May 17.
Cardinal George said, "It is clear that Notre Dame didn't understand what it means to be Catholic when they issued this invitation."
Notre Dame's president, the Rev.John Jenkins, said the university does not condone all of the president's policies.
The university has a tradition of inviting sitting presidents to speak at graduation.