Abstract: Following Smart Cities Initiative from White House, this project was aimed to address urban transportation challenges through ridership sharing in both time and space across different transportation modes. Our research project is uniquely built upon large-scale urban infrastructure systems across different cities in the world, including NYC, Washington D.C., San Francisco, Rome, Beijing, Shanghai and Shenzhen.