[Purpose/significance] This paper aims to understand the evolution characteristics and the structure of transnational scientific collaborative network of knowledge management, and find the shortage and advantage of China. [Method/process] Through analytical methods of statistics, ecology, scientometrics and geography, the article conducted a systematic analysis on the evolution characteristics and the structure of transnational scientific collaborative network of knowledge management which was composed of the literature on knowledge management from SSCI-E and SCI database in the Web of Science during 2001-2015. [Result/conclusion] International collaborative participants are mainly distributed in Asia, Australia, and Europe and the United States. Bilateral cooperation is the main mode of international cooperation in the knowledge management. USA and UK play leading roles in the international collaborative network of knowledge management. USA is the main partner nation. China is America’s most important partner, and its leading ability is out of step with its scientific productivity.