Semiconductor structures and fabrication methods thereof are provided. The semiconductor includes a substrate; a gate structure on the substrate; and a dielectric layer on the substrate and covering sidewall surfaces of the gate structure. The dielectric layer includes an opening passing through the gate structure along a direction perpendicular to an extending direction of the gate structure. The semiconductor structure also includes a first isolation layer in the opening and with a top surface lower than a top surface of the gate structure.