Owing to the maximum atom-utilization efficiency ande xcellent catalytic properties, Au single-atom catalysts (SACs) have been extensively studied in variousc atalytic systems. However, the performance of Au SACs in CO 2 reduction has seldom been investigated. Herein, Au single atoms on amino-groupmodifiedg raphitic carbon nitride (U-ACN) was successfully synthesized through am ild and eco-friendly urea reduction method. U-ACN showed ar emarkable performance for CO 2 reduction, with CO and CH 4 yields 1.97 and 4.15 times higher than those of pure graphitic carbon nitrideo ver 2.5 hv isiblelight irradiation. The excellent catalytic activityo fU -ACN derived from the introductiono fA us ingle atoms,w hich lowered the energy barriero fC H 4 formation, narrowed the band gap, and hindered the recombination of charge carriers. In addition, U-ACN showed improved CO 2 affinity owing to the amino groups in the catalysts introduced by urea.