Abstract: Since the modern era, rural governance has gradually transitioned to a modern governance model dominated by modern bureaucratic politics. This transformation has gone through the processes of party politics extending into rural areas, policies being implemented in rural areas, and institutions being established in rural areas. The transformation of rural governance forms is ultimately a product of the combination of governance and situational contexts. The diversity of regional customs, culture, and socioeconomic structures has increased the complexity of rural governance. From a national perspective, the modernization of rural governance is essentially a result of the continuous decentralization of state power, reflecting the ongoing enhancement of the state's modernization capabilities. From the perspective of grassroots self-organization, the principles of functional division and hierarchical management have gradually permeated all levels of grassroots autonomous organizations. The changing behavioral logic of rural elites is a key variable in observing the evolution of governance forms. Throughout the transformation of governance forms, a dual-track governance logic has consistently been followed. In the modernization process, administrative governance is a two-way interactive process. The concept of "village governance by group administration," as a new trend in enhancing the effectiveness of rural governance modernization, is gradually showing its importance.