Editing Videos

I was wondering if anyone knows of a small and simple tool for editing avi, mpeg, mp4 and xvid files etc. I was looking to make compilations from different vids but windows movie maker doesn't recognise any file I try and open. I know of adobe premier but I was looking for something smaller and simpler than that. Any ideas?