The former judge joins Louis Walsh and his boys in Bermuda, and she's over the moon to have been invited back.
The singer has had a rough twelve months with two court trials that played out in the public eye.
"I owe so much to X Factor. I feel like I’m home. Everyone has my back," she said this week. “I lost touch with a lot of my friends, people I’ve known for years, when things were at their worst."
“They disassociated themselves from me and that really hurt.
“This industry is extremely cut-throat and people just cut you off like that. It’s good to know my X Factor family have not disowned me.”
Speaking to the Daily Mirror newspaper, Tulisa went on: “Louis was one of the people that stuck by me all the way. He’s a true friend. He openly supported me, not caring at the time what people thought.
“I’d really like to thank the whole of X Factor, including Simon Cowell, for being so supportive of me.”
The X Factor airs this Friday, Saturday and Sunday on ITV.
Browse pictures of the X Factor judges' houses below..