Searches aren't remembered between sessions. Incomplete files are restarted though, so if you don't want to see those, kill any downloads waiting in the downloads pane, then go to the Library->Incomplete folder and delete the incomplete files before you quit. Careful with that "delete" button though--you wouldn't want to delete any of your shared files--only those in the incomplete folder.

(and don't post email addresses--see the forum rules )