I personally don't get not inviting immediate family members who happen to be children to weddings. I would think your nieces and nephews are pretty important relatives.
It also irrits me when people have weddings that people have to travel to and then exclude kids, what are you supposed to do with the kids? Leave them unsupervised in a hotel?
Anyway, their wedding their choice blah blah. But I would be dirty too.