Recently, covalent triazine frameworks (CTFs) have realized versatile applications in the field of photocatalysis. Herein, two CTFs photocatalysts were designed and synthesized with or without thiazolo[5,4-d]thiazole (TzTz), an electron deficient unit, to highlight the introduction of an additional acceptor unit on the photocatalytic aerobic oxidation reaction of triazine based CTFs. Specifically, CTF-TZDA was prepared by a condensation reaction between terephthalimidamide and 4,4′-(thiazolo[5,4-d]thiazole-2,5-diyl) dibenzaldehyde (TzTz aldehyde), and similarly, CTF-FPBA was prepared between terephthalimidamide and [1,1′-biphenyl]-4,4′-dicarbaldehyde. CTF-TZDA showed high photocatalytic activities towards aerobic oxidation of both benzyl sulfides and benzyl amines to benzyl sulfoxides and benzyl imines, respectively, and the reaction was powered by blue light. A wide range of substrates can be aerobically oxidized with high yield (about 99%) and high selectivity over CTF-TZDA photocatalyst. The insertion of the TzTz unit lowered that band gap, accelerated the delocalization of π electrons, and elevated the LUMO levels of CTF-TZDA, which are beneficial to extend the light absorption range, and to promote the separation and transfer of photo-induced charge carriers. This work indicates that the insertion of an additional electron deficient unit rich in heteroatoms is considered as a feasible approach towards enhancing the photocatalytic activity of CTFs.