Embodiments of the present disclosure include interconnect structures and methods of forming interconnect structures. An embodiment is a method of forming an interconnect structure, the method including forming a first post-passivation interconnect (PPI) over a first substrate, forming a second PPI over the first substrate, and forming a first conductive connector on the first PPI. The method further includes forming a second conductive connector on the second PPI, and forming a molding compound on top surfaces of the first and second PPIs and surrounding portions of the first and second connectors, a first section of molding compound being laterally between the first and second connectors, the first section of molding compound having a curved top surface.