Hydroformylation is considered one of the most important homogenously catalyzed processes in dustry. Hydroformylation has been widely used in the production of aldehydes, and aldehydes can also be further converted into high value-added alcohols, acids and other derivatives. Compared with the homogeneous reaction, the heterogeneous catalysts present significant advantages in terms of recyclability, separation of catalysts and products and so on. In recent years, organic polymer-supported rhodium catalysts have shown excellent catalytic activity, high selectivity, and good recycleability in heterogeneous hydroformylation, and have attracted widespread attention. The research progress of the application of organic polymer supported catalysts in hydroformylation is summarized, including synthesis, material characteristics and application of supported catalysts. Finally, the prospect of the reaction is discussed.