Do i need a transit visa?

Dear Sir/Madam,
I am a visa holder of mainland China as i study here at Beijing language and cultural university. I want to visit Philippines and bought a ticket having transit in Hong Kong for 5 hours. Do I need to apply for transit visa for just remaining at transit area? I am a Nepalese passport holder.