During 2008 period, my wife and 1 year old son lived in another country. They just came to the United States on June of 2011. Is it possible for me to claim my son while refiling the tax of the year 2008?

Yes, you can file amended tax return before April 17, 2012. Was your son citizen or resident of U.S. in 2008?