Semiconductor structures and methods for forming the same are provided. The method includes forming a fin protruding from a substrate and forming an isolation structure surrounding the fin. The method also includes epitaxially growing channel fins on sidewalls of the fin over the isolation structure and etching the fin to form a space between the channel fins. The method further includes forming a gate structure to fill the space between the channel fins.