How many movies have Gong Li and Shigeru Umebayashi collaborated on?

They have worked on 5 movies together! Their first movie together was Zhou Yu's Train (2002) while their highest rated movie together was 2046 (2004). They have not worked together since Leap (2020). They are most known for their drama films together.