after thinking about it I would remove it because as it grows it will probably push the coral out and cause it to receed.
if it were my coral I would take a knife that was sterlized and scrape the sponge off most of the time this will kill off the sponge. I would also do this in a bowl of water away fom the tank.
other may also have other suggests on whats worked for them.
Mike