I only use light compression live but I tend to use just enough to even out the dynamics ever so slightly... mostly to bring the quieter parts up to volume while allowing me to play sensitively (think "Don't Stop me Now" by Queen).
I feel, for me, when the compression starts to become noticeable, it's usually set too strong.