Heigl's "Grey's Anatomy" co-star T.R. Knight was part of her bridal party, and guests included cast members Sandra Oh and Kate Walsh.
Calls to Heigl's publicist were not immediately returned.
Heigl, 29, and Kelley, 27, met when she appeared in one of his music videos in 2005. They were engaged last year.