Transit visa for Hong Kong for a Nepal person

I am a nepalese and currently living in japan i was willing to know that while travelling from nepal to japan via Dragon air can i get excess to transit types. I do have some friend in hongkong and i wana visit them for 2-3 days. How is that possible . Suggestion will be highly appreciate