Puns, word play, satire, that makes me laugh. A joke must be freakin' witty for me to like it. But there have been times in class where we all break out laughing and I'll have no idea why. I would just be laughing along because everyone else was.
Only exception is when there is a random, unintentional noise that comes up in otherwise total silence. Always funny.