us passport visiting mainland china from hong kong for 1day, do we need visa?

Hi,
My family of 5 are holding us passport. We will be traveling to hong kong for a week in september this year. We are planning to visit guangzhou for 1 day by train. Hk to Guangzhou by train in the morning and back to hk late evening the same day.