This article uses CiteSpace visualization tool to conduct content mining and data analysis on Bie-Modern research related literature from 2014 to 2024, and presents it in the form of a knowledge graph, aiming to discover the current status and future research trends of “Bie-Modern” research. Research has found that as an original theory based on the Chinese experience, the related research of Bie-Modern has shown a comprehensive flowering both domestically and internationally, with constant controversy, gradual cross-border innovation, and the formation of an organic system through continuous theoretical enrichment and art criticism practice. Research suggests that in the future, Bie-Modern will grow together with Chinese society and become a methodological guide for multidisciplinary research from a unique Chinese perspective.