Transit in Hong Kong, do i need a visa for that?

Hi i am a Fiji Citizen and i will be traveling to Korea for a Holiday for 14 days, but i want to connecting flight and stay in Hong Kong for 2 - 3 days for Holiday while i am at it. or when i get to Hong kong i will be given VOA and just have to inform then that i will stay there for 2 days ?

Thanks