We went to the first Halloween party this past September. Everything was decorated. Actually the party was on our last night there but the park was decorated when we arrived a week prior.
I think you will see the fall decorations when you are there. The Halloween type decorations were only up at the party.
They start the holidays pretty early at Disney World!!
Kimba