In latest Material-ui v1.4.0. there is a property IconComponent which can receive function:
import Select from '@material-ui/core/Select';
import Person from '@material-ui/icons/Person';
<Select
IconComponent={() => (
<Person />
)}>
Also, in case the icon is not clickable, you need to add in css
{ pointer-events: none }