Hi, you must take warm enough coats, gloves and shoes, scarf, even hat for you all. Buy down jacket for everyone should be a smart choice. All of them can be purchased in Beijing, right? One more, glasses will protect your eyes from the glare of the ice and snow.
For me, I usually take some black chocolate if travel in winter.
And, transportation, both by air and by train are ok. just up to you!