Realizing AI for good and pushing forward global sustainable development requires international cooperation on AI infrastructures, ethical and governance frameworks and mechanisms of interactions and coordination, especially taking into account different cultural perspectives. Currently, there are many obstacles to achieving this goal, such as relatively lower interests to appreciate differences in cultures and values, distrust between cultures and coordination challenges across regions. This workshop series will discuss these challenges and explore how to increase cross-cultural AI cooperation on ethics and governance between different countries and regions, share experiences, learning in a complementary view, and promote common values for human good.