who are you flying with (onward from HKG). CX allows checking in bags from the calendar day before departure at the airport and AEx Station, and a few airlines allow checking in at the train station the day before even for US-bound flights.

then you will only need to bring 1 day's worth of stuff and an empty bag in town for shopping!