Do i need a 24hour or 72 hour

Hi, we are travelling from Melbourne to London via Chonqing with a layover from 22:00 - 15:00. We want to book a hotel room at the airport and then continue through to London. If we want to leave the airport how do we apply for a visa? We are on Australian and New Zealand passports.

Thanks