Under the "Belt and Road" initiative, the "Go Global" of Chinese higher education has become an important strategic choice to enhance national education's international competitiveness and influence. This paper analyzes the current situation of the "Go Global" of Chinese private higher education, analyzes the development opportunities and challenges, and puts forward the strategies and measures to promote the "Go Global" of Chinese private higher education. Suggestions by strengthening policy support, optimizing resource allocation, innovating cooperation mode, and enhancing brand building, aim to promote Chinese private higher education plays a bigger role on the international stage, promote the national education resources sharing and connectivity, along with the "area" construction to provide strong talent and intellectual support.