Beijing visit - less than 72 hours

Hi, we are passing through Beijing on the way to Mongolia. Arrive 10.15pm 23 August and Depart 9.30am 26 August, we do the reverse on the way back to Australia but no stayover just an airport stop. Do we require a Chinese Visa for this??