Adcoms don't usually do the interviewing. Interviewing is usually done by the faculty and current students.
I have no clue if Adcoms change every year. I doubt it. I'm sure they loose a person or two each application cycle, but for the most part, I'd say it's the same people. Schools don't really advertise who is on their Adcom.