I need a visa to visit a professional exhibition in Hong Kong, what kind should I apply ?

You can apply for a Transit/Visit Type for entering.
Besides the documents you have, you still need to prepare an invitation letter from the exhibition, your bank statement with 6 monthes' history, your valid passport and application form with recent taken photos.
The processing days are around 4 weeks. So time is so limited to get that permit.