Pete Davidson and Kate Beckinsale hold hands at Saturday Night Live party in New York

Pete, 25, rocked a puffy blue and yellow jacket while Kate, 45, opted for an all-black ensemble after telling Extra earlier this week that 'funny' is one of the top qualities she seeks when looking for a suitor.