Transportation from Hong Kong directly to Shenzhen Airport that would not require a Chinese Visa

I arrive and stay in Hong Kong for three days and then will be taking a flight out of Shenzhen International Airport for a trip to Soeul Korea - is there a direct type of transportation from Hong Kong that will take me directly to the airport so that I do not have to get a Chinese visa?