I think you can, just might take a little longer to get them to change their ways! Maybe have a read of Cesar Milan, he's a great believer in teaching old dogs new tricks, and that there is no dog that can't be rehabilitated.

'Little dog' syndrome can be so annoying! Just because it's little and looks cute doesn't mean it doesn't need to be taught manners!