You can't use a project that was started before the jam as a jam submission. You would also have to worry about changing it for the theme. The point of the jam is you start the project on the day the theme.is announced. However you are allowed to reuse some assets.
Edit: Technically, yes, you can, but it is highly encouraged to make a new game.