Rebecca Sugar's show Steven's Universe was recently picked on by Cartoon Network.
There has been no official word of her leaving Adventure Time in the favor of her own production
But today Adam Muto gave this answer on his Formspring:
It looks like some of episodes she worked on haven't aired yet
But she won't work on the show anymore.