The father of one - who has daughter Royalty - was joined at the star-studded bash by Kylie Jenner's former beau Tyga, 27, singer Ayo, and the TV personality Scott Disick.
Chris has previously had trouble with club security in a previous night out in the South of France in 2012, which saw him cause a stir after discovering his table was not labelled as a VIP area.
Meanwhile, the Fine China singer's former lover Nia Guzman had claimed he was unfit to care for their child without strict supervision and had asked a court to appoint a monitor and reduce the amount of time the star was allowed to spend with the little girl.
However, last month, a judge denied the request and kept the existing arrangement for joint legal and physical custody - which sees Chris care for his daughter 12 days a month - of the youngster in place.
It wasn't discussed during the hearing, but Nia also wants to have her child support increased from $2,500 a month to a huge $16,000 a month.
- Bang! Showbiz