Visa required from Hong Kong by rail to Guangzhou

Hi, party of four from the USA going to Hong Kong for 4 days and then taking the train to Gaungzhou for two nights and then back by rail to Hong Kong do I need a visa or is passport adequate?? Also, if I do need a visa can I get it process while I am in Hong Kong (how long does it take)? Thanks!