Semiconductor devices and methods of forming the same are provided. A semiconductor device according to the present disclosure includes a channel member including a first channel layer and a second channel layer over the first channel layer, and a gate structure over the channel member. The first channel layer includes silicon, germanium, a III-V semiconductor, or a II-VI semiconductor and the second channel layer includes a two-dimensional material.