In recent decade，the study of the construction of Marxism ruling party has been conduced from different angles. Some achievements of the study are influential，which mainly focuses on the construction experience of Marxism ruling party. Chinese ruling party leaders' thoughts on its construction，theoretical and practical study on its construction in China and overseas construction. From different angles，theses achievements discuss the theoretical origin，content，history and fact and enrich the study of it.