American citizen wants to travel from Hong Kong to Shanghai and return two days later

I am traveling directly to Hong Kong from USA. Can I take a flight from Hong Kong to Shanghai for a two night stay and return to Hong Kong under the 72 hour policy? I would stay in a Shanghai Hotel.

Thank you
Craig
USA