I checked msdn. For event related to mouse wheel, there is only one option -- UIElement.MouseWheel
What I want to do is listening to mouse wheel scrolling forward(up) and backward(down) event.
Note: Not clicking the middle wheel button.
No, there is just one event. When you look at the MouseWheelEventArgs class there is a property Delta. Delta is positive when the wheel is rotated away from the user and negative when the wheel is rotated toward the user.