The 54-year-old A-lister attended the party on Thursday night. He looked sophisticated in a black hat with a matching black coat.
He posed in photos with producer Cynthia Pett-Dante.
Brad was really showing his age—his gray beard clashed with his all-black outfit!
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While there's been plenty of sightings of Angelina and the couple's children, Brad himself has been out of the public eye.
There's been reports he and Angie secretly reunited, although they haven't been spotted together yet.
What do you think about Brad re-emerging for the pre-Oscars party? Let us know in the comments!