Peking Tom Share definition Flag A Caucasian man solely attracted to Asians. See Rice Queen Dave is a Peking Tom; he'd rather fuck an ugly Filipino than a Norwegian supermodel. Peking Tom by Deadly Girl December 30, 2003 Get the Peking Tom mug.