The study of the hang-up characteristics of caved ore and rock represents a critical aspect of researching the draw issue in caving mining methods. This chapter will present an investigation into the influence of multiple parameters on hang-ups, utilizing numerical simulation and complex network analysis. Additionally, it will include an identification and characterization analysis of vital particles within the hang-up system of caved ore and rock, approached from a complex network perspective.