If you edit your application now it gets transformed into a late application, so I would not recommend it. I suppose I should add some kind of warning in case people try that.
Edit: Don't worry if you submitted your application a little after the deadline. We don't switch over precisely at 10pm. Unless it actually said "Late" at the top of the application page, it wasn't treated as late.