Generally, train ticket is not so hard to get at that day. To be safe, you can book one feww days in advance. You can get to any railway stations to buy a train ticket to Beijing, just telling your expected date, soft or hard speeper, time of departure, or other similar things. You can also find some ticket offices in the city center.