Carbon-carbon bond formation is a fundamental transformation of synthetic organic chemistry. This minireview focuses on our works related to reductive aldol reaction, reductive Mannich reaction, reductive α-acylation, and reductive αcarboxylation by using rhodium catalyst to achieve CC bond formation. Rh-catalyzed reductive aldol reaction successfully gave-hydroxy carbonyl compounds from α,-unsaturated carbonyl compounds with aldehydes or ketones by treating with RhCl(PPh 3) 3 and Et 2 Zn. This condition could apply to other electrophiles such as imines, acid chlorides, and acid an-[a]