All President Trump has to say is that since the previous president violated the Constitution in entering this agreement, it is invalid and the United States is not obligated to abide by it. He should add that it should go through the proper congressional channels and brought to a vote. If it passes, it can then also be vetoed.
He should also add that not only procedurally, but substantively, the treaty is unconstitutional.
Here we go - finally.