Heh another horror fan here too. Stephen King is good, my favourites from him are It and Pet Sematary.
I'd recomend reading Clive Barkers Books of Blood collection, some really memorable stuff there. Oh and I am Legend is fantastic, just very short. Poe and Lovecraft are worth checking aswell...