I'm a Cameroonian, currently living in China with a student X type

Yes, you need it. You can apply for it from the HK office in Beijing or directly post your documents to HK Immigration Department. The following documents, including your passport copy, application form, recent photo, your residence permit, a travel itinerary, hotel bookings in HK, and a financial standing proof are required.

How do I post to Hongkong immigration