Currently I'm a master's student in China from Bangladesh. I want to travel to Hong Kong for 7 days

Atik, you should first prepare copy of passport, the application form, a passport-style photo, proof of financial support, transportation and accommodation arrangement and travel itinerary, as well as residence permit in mainland China.
Next, submit the application to Beijing office of HK government.