A first-person plural pronoun used with a noun takes the case of the noun. If the noun functions as a subject, the pronoun should be in the subject case; if the noun functions as an object, the pronoun should be in the object case:

We rowdies left the restaurant late.

The restaurant owner mumbled at all us slow eaters.