Why not just pay them significantly less than seniors? if there is a surplus of juniors shouldn't the invisible hand of the market adjust the salaries accordingly?
Anectodally, I've seen that some newly graduated engineers prefer to forgo the job search altogether, rather than lower their comp demands to get a foot in the door.