Finn used to hate it too, now it's a game to him. I put him on his stomach, he immediately rolls over to his back, I flip him back over, he immediately rolls to his back, etc. It is wicked annoying but he thinks it's hilarious.
Our pediatrician said even if they're fussing (and most of them do) to leave them because they'll probably struggle and lift up because they're mad.