Question: do associate professors take graduate students?
Answer: In the U.S., anyone with a faculty rank (assistant professor, associate professor, and full professor) can advise graduate students. Other ranks may or may not be able to directly advise grad students — it depends on the local rules and traditions, and may require some sort of approval.