From Hong Kong to china

Hi!
I'm travelling to Shenzhen to visit my boyfriend and my plane goes from Mumbai to Hong Kong. I'm applying for a chinese visa, but do I need one for Hong Kong as well? I'm only going to travel through Hong Kong to get to Shenzhen, mainland China.