Jose Ceballos-Armendariz, the former two-term mayor of Coldwater, Kansas, turned himself in to U.S. Immigration and Customs Enforcement at the agency's Wichita office Wednesday, a month after pleading guilty to illegally voting in several American elections as a Mexican green card holder.