Actually, I’ve fixed it with find anything with old url and replace with new url but I don’t know which part/table/field was related to ddownload.. BTW, its an elegant plugin..
Update: When adding a new file to a category which has been shown on the page by shortcodes, it doesn’t show the new file in the list! Means the category doesn’t update.