Talk to him many times, he'll agree to leave with you after you kill Aliener. If you talked to him before, just after you killed Aliener, he will be with you and will leave. I think that Luci needs to have a high quantity of MP, almost full.
In the Book
: "Did you put your name into the Goblet of Fire, Harry?"
he asked calmly.In the Movie