Hi Brenden,
I'm not making any changes in target sever.
Actually i have created a test enviroment by restoring dev database.
I have cleaned up all the staging tasks in dev server. and selected on page in staging application then clicked on "Synchronize Current Page". Then the URL aliases in target server are gone.
But i can able to see the aliases in source server.