A semiconductor device includes a channel layer disposed over a substrate, a barrier layer disposed over the channel layer, a gate electrode disposed over the barrier layer, and a pair of source/drain electrodes disposed on opposite sides of the gate electrode. The pair of source/drain electrodes extend through at least portions of the barrier layer. The semiconductor device also includes a lining layer conformally disposed on bottom portions of the pair of source/drain electrodes.