Kaoru Yokoshima (横嶋 かおる, Yokoshima Kaoru, born 11 December 1985) is a Japanese handball player. She plays for the club , and on the Japanese national team. She represented Japan at the 2013 World Women's Handball Championship in Serbia, where the Japanese team placed 14th.