Graphite carbon nitride (CN) is recognized as a promising non-metallic semiconductor photocatalyst for its excellent chemical stability and visible light response. However, the high electron-hole recombination rate in CN greatly limits its photocatalytic performance. To circumvent these limitations, it is particularly important to explore an efficient way to promote the migration of carriers in CN. This study innovatively designs a multidimensional heterojunction between organic carbon quantum (OCQD) and CN, which named as OCQD-CN. OCQD acts as an carriers transfer channel, which effectively promotes the separation efficiency of carriers. Meanwhile, the introduction of OCQD further improves light absorption scope as well as light reaction intensity of CN. By adding peroxymonosulfate (PMS) to form an advanced oxidation process, OCQD-CN10 exhibits a prominent tetracycline (TC) degradation capacity up to 89.1 % within 60 min. The photocatalytic degradation performance of OCQD-CN is significantly improved by 2.0 times with the addition of OCQD. The first-order rate constant corresponding of OCQD-CN10 (0.0300 min−1) is also 2.8 times higher than CN (0.0107 min−1). Thereby, this research underscores the potential of OCQD-CN/PMS system in mitigating water pollution and advancing eco-friendly technologies, offering a promising route to address antibiotic contaminants in the environment.