I want to go HK for getting taiwanese visa.

Ali, you can apply by courier. Namely, post the application documents to HK Immigration Office. Or you can apply at the HK SAR office in Beijing. The required documents include a copy of your passport, a copy of your residence permit in mainland, an application form, a bare-headed photo, a financial standing proof, and hotel reservations.