The England international, sporting a new bleached blonde look, netted a brilliant opener as Villa snapped an eight-match winless run.
Ollie Watkins and Matty Cash were also on the mark for the hosts, with Mikkel Damsgaard scoring a second half consolation for the Bees.
It all started with Rogers, who curled a shot into the top corner from outside the box.