Train Beijing to Hong Kong

I am taking my family to China December/Jan and want to go by rail from Beijing to HK and then back up to Shanghai. I want to pick citys to stop in along the way so want to know can we purchase tickets that allow us to get off and back on for the whole trip?

Thank you