You can stay at McCafe and it is opening 24 hours.
It is simple as you can see a lot of people staying there and it is impossible to stay at the place where you cannot find any 7-11 conveniences store and even McDonald there, but you can find eveything in Mongkok, 24 hours restaurant, Karaoki.