Xie was born in Nanjing, Jiangsu, China, in February 1959. He graduated from the Department of Modern Physics at the University of Science and Technology of China (USTC) in 1982. He then went to the United States to further his studies at the University of Maryland, where he received his Ph.D. in physics in 1988.