Where can I stay for 10hrs transite at Guangzhou Airport?

I am(with my wife and son, 2yrs old) going to Dhaka from Seoul by China Southern Air. I have 10hrs transit at Guangzhou airport. We don't have visa for China. Can we stay at any hotel to pass this transit time? Is there any hotel inside the airport where no need visa?