Hi Phong. I just read this, and like the others have said, please act now.
IMO, they are worst than aptasia, since no shrimp that I know of will eat them (where as some Lysmata sp. shrimp will eat aptasia).
You can break up and chisel that rock up, or if you want to preserve the shape of the...