Yes, aviators are a classic and suit every face type and round face or chubbier faces are no exceptions. I do suggest going for aviators that are on the darker shade as dark colors have a slimming effect. Also, selecting more angular frame shapes can help draw attention away from the "roundness" of your face, making your face look more angular and oval in shape.