Four new iridoid glycoside derivatives (1-4), along with ten known iridoid glycosides (5-14), were isolated from Callicarpa nudiflora Hook et Arn. The structure of the new iridoid glycosides was elucidated as 5″-methoxy-ampicoside (1), 6″-O-trans-caffeoylcatalpol (2), 6″-O-trans-feruloylcatalpol (3)