Places like Voici get their information from the same places we do. There have actually been times where they get information from fan forums like this.
Point is, it's still just a rumor for now. If Lili herself tweeted that she ISN'T doing e show, Voici would publish an article the next day, acting like they never said she was going to be on the show.