I have used JASCO paint stripper and it works like a dream. The downside is that you want elbow-length gloves, goggles, a hat you don't care about, and a face-mask. This stuff BURNS when you get it on you!
Some of the citrus-based stripper products work as well.
Someone told me that gasoline works, but I didn't want to kill all my brain cells.