Li Ji (born July 9, 1986, in Yunnan) is a female Chinese freestyle swimmer who competed in the 2004 Summer Olympics.
She won the silver medal as part of the Chinese 4×200 m freestyle relay team. She only competed in the heats, but was also awarded with a silver medal.