Recent political theory has seen a revived interest in theorizing the political party, and, in particular, exploring what the political party can do to address its decline and revitalize itself. This renewed interest, however, draws largely on the political praxis of party politics of established liberal democracies in the United States and Europe. In this article, I bring Chinese thinker Wang Hui’s (Maoist) party theory into the conversation. By engaging Wang’s party theory, I demonstrate how we can understand party decline in nonliberal democratic countries with revolutionary legacies. I then analyze Wang’s solution to the decline of the revolutionary party, which focuses on the intricate relationship between individualistic charismatic politics and party politics. Finally, through reading Wang in and beyond the Chinese context, I show the problems with Wang’s theory and discuss how it can learn from the party-movement relationship in other contexts.