Soon after , it changed its name to New Mexico College of Agriculture and Mechanical Arts . In 1960 , its name was changed to New Mexico State University . In a move to better represent its operations , the New Mexico College of Agriculture and Mechanical Arts was changed by the state constitutional amendment to New Mexico State University in 1960 .