Virginie Guilhaume was born in Paris, the daughter of Philippe Guilhaume, former director of Antenne 2 and FR3 from August 1989 to December 1990, and Brigitte Schmit, former director of communications at Antenne 2.
Virginie Guilhaume married in 2007 the television producer Stéphane Gateau.