i dont think it could stay up forever because eventually it runs out of helium so it sinks.
Satellites and space stations stay aloft by orbiting the earth at escape velocity. They are moving so fast that the curved earth literally falls away beneath them faster than gravity can pull them down. It has nothing to do with helium. (Or were you kidding about that?)