James' love interest in the episode is called Muffy, as a parody of Buffy the vampire slayer.
James being a vampire that can sparkle is a reference to the Twilight Saga.
This was Big Time Rush's first Halloween Special but Big Time Terror was the real first Halloween episode.
Carlos' rampage scene is a parody of The Incredible Hulk.