Hi, May 1-3 are the holiday in China, so it is difficult for everyone to purchase a train ticket especially on the departing day. Another economical way is take bus to Shenzhen from HK and then fly to Beijing from Shenzhen Airport. This is a domestic route, so the fare is much cheaper. Actually, neither train nor bus is recommended during Chinese holidays. Just for your reference.