Is there any direct high speed train from Hong Kong International Airport to Guangzhou?

We are flying with Air Asia and will reach Hong Kong at 7:20pm. Is there any one available after that? If we are to stay a night in Hong Kong and then to Guangzhou the next morning, which area of Hong Kong should we stay which is closer. Appreciate if anyone can provide me a link.