Never two novels at the same time. Or at least I may think I am, but in reality I've given up on the first one. I don't think I've ever gone back to a book I stopped reading to start another. Or at least if I have it's been much later and I've restarted it.
I frequently have multiple non fiction titles on the go simultaneously, though.