15 hour lay over at Kunming

Hello. We are traveling from US to Japan to Katmandu,Nepal. Our flight is coming to Shanghai then KM, then next day we fly to Nepal. Our layover is almost 15 hours. We'd love to get out and see the city. Do we have to get Visa for this? We are holding US passports.
Thank you.