Hung received his bachelor's and master's degrees in Chemistry and biochemistry from National Taiwan University in Taipei, Taiwan. In 1983, Hung earned his Ph.D degree in biochemistry from Brandeis University, in the United States. In 1984, he worked at Massachusetts Institute of Technology, under the supervision of world-renowned molecular biologist, Dr. Robert A. Weinberg.