Recently, transition-metal-catalyzed oxidative coupling reactions have emerged as the most important and attractive methods to construct carbon-carbon bond and carbon-heteroatom bonds in organic synthetic chemistry. This review mainly summarizes our research progress in the area of oxidative coupling and their versatility, application in organic synthesis, especially for the third generation of oxidative coupling.