The text says that Adam was kicked out. "The man." It doesn't say the woman was kicked out.
Isn't that interesting?
After he drove the man out, he placed on the east side of the Garden of Eden cherubim and a flaming sword flashing back and forth to guard the way to the tree of life.
Genesis 3:24 (NIV)