Traveling to China for Entry but headed to Japan

I am travelling to Shangai from Boston. My round trip is valid for 7 days but I will be leaving on the 3rd day to Japan ( a trip within a trip). I’ll travel back to Shanghai from Japan on the 7th day but will not leave the airport, just head straight back to Boston. Will I need a visa?