Train from Hong Kong to YangShou

Hi
I am looking to travel from Hong Kong to Yangshou via Guangzhou through high speed rail. We are Hong Kong residents however we are not Chinese nationals. Can you advise how can we purchase and collect the tickets?

Thanks!
Hsuanya