Kristen Bauguess is James Woods' 20-year-old girlfriend

James Woods, 66, must have a thing for younger women -- much younger women. After splitting from 26-year-old actress Ashley Madison back in April, Woods escorted his new girlfriend, 20-year-old Kristen Bauguess to the Tuesday premiere of "White House Down."

Woods previous relationship with Madison lasted seven years -- they started dating when she was 19.

Radar Online said Wednesday that Bauguess has already been arrested on felony drug charges -- possession of marijuana and possession of a controlled substance earlier this month.

The new pair have been open about their relationship on Twitter. The "White House Down" actor shared a picture of Bauguess in a bikini on June 14.

Kris... pic.twitter.com/BIpizw8Bjq

— James Woods (@RealJamesWoods) June 15, 2013