Thin film transistors having fin structures integrated with two-dimensional (2D) channel materials are described. In an example, an integrated circuit structure includes a plurality of insulator fins above a substrate. A two-dimensional (2D) material layer is over the plurality of insulator fins. A gate dielectric layer is on the 2D material layer. A gate electrode is on the gate dielectric layer. A first conductive contact is on the 2D material layer adjacent to a first side of the gate electrode. A second conductive contact is on the 2D material layer adjacent to a second side of the gate electrode, the second side opposite the first side.