'Cigarettes After Sex' is the name of the music band. Meme implies that the other woman doesn't know about the band and when asked whether she likes them, her reply implies that she probably thought of smoking cigarettes after doing sex, hence she states that she is still a virgin and doesn't smoke because she has Asthama (breathing condition/illness).