The mixer should show the IP in one of its settings screens (check the manual for which one, it’s obvious when you find it)
You don’t need internet connectivity btw.
Have you typed in the IP address of the QU? On my first gen airport express in bridge mode we all have to type in the address – a bit annoying, but not a deal breaker.