Yes, but the purpose of reading those books is not for fun; just like going through a textbook will not be fun all the time. You are supposed to read them in order to train your mind, at least I think so. Especially if you're in Mensa.
I was never entirely sure what the purpose of Mensa is other than maybe as a sorof social club. I have been a member on and off - more off than on though.