Do I need to make visa for HK also?

I am an Indian Passport holder and studying in Japan...I will have to travel from Japan to Hong Kong with 2 hrs 15 mins waiting time at Shanghai. Do I have to make one for entering Shanghai? I will be staying in HK for 4 nights to attend the conference.

Thanks in advance.