This is no joke - Chelsea Handler seems to be in love. The author, actress and former talk show host has gone public with her relationship with fellow comedian Jo Koy.r the verified Instagram account of Handler, she hugs him from behind and in the following picture the couple are kissing. She used the images to promote their work. He's on tour, I'm on tour, sometimes we tour together. #VaccinatedAndHorny #FunnyIsFunny, said the legend. All are arriving in a town near you! Read moreKoy shared the manager's post on his Instagram Stories. The couple have been friends for years and Koy has appeared in Handler 's old talk show, Chelsea Lately. In February, he wished Handler a happy birthday on his Instagram account , writing Happy birthday @chelseahandler, I love you.