Question: Which South Korean horror film starred Kim Sung-Soo? 

Context paragraphs:
Full House (South Korean TV series): Full House () is a 2004 South Korean television series starring Song Hye-kyo, Rain, Han Eun-jung and Kim Sung-soo.  Based on the manhwa "Full House" by Won Soo-yeon, the romantic comedy series aired on KBS2 from July 14 to September 4, 2004 on Wednesdays and Thursdays at 21:50 for 16 episodes.

My Lover, Madame Butterfly: My Lover, Madame Butterfly () is a South Korean romantic comedy television series starring Yum Jung-ah, Park Yong-woo, Kim Sung-soo, and Yoon Se-ah.  It aired on SBS from October 16, 2012 to April 7, 2013 on Saturdays and Sundays at 20:40 for 51 episodes.

Kim Sung-soo (actor): Kim Sung-soo (born May 23, 1973) is a South Korean actor and television host.  After beginning his career as a fashion model, Kim made his acting debut in the tokusatsu series "Vectorman" and the erotic film "The Sweet Sex and Love".  He has since appeared in the movies "The Red Shoes" and "", and several television series, including "Full House", "My Precious You", "More Charming by the Day" and "My Lover, Madame Butterfly".  In 2009 he made his stage debut in the play "Mom, Do You Want to Go on a Trip?"

Lawyers (TV series): Lawyers ( is a 2005 South Korean television series starring Jung Hye-young, Kim Sang-kyung, Kim Sung-soo and Han Go-eun.  It aired on MBC from July 4 to August 23, 2005 on Monday and Tuesday at 21:55 for 16 episodes.

The Sweet Sex and Love: The Sweet Sex and Love is a 2003 South Korean film.  It was directed by Bong Man-dae and starred Kim Seo-hyung and Kim Sung-soo.  The entire score was based on a digitally remastered recording of the works of Bedřich Smetana.

Bad Love (TV series): Bad Love () is a 2007 South Korean television drama series starring Kwon Sang-woo, Lee Yo-won, and Kim Sung-soo.  It aired on KBS2 from December 3, 2007 to February 5, 2008 on Mondays and Tuesdays at 21:55 for 20 episodes.

Stained Glass (TV series): Stained Glass (; lit.  "Glass Picture") is a 2004 South Korean television drama series starring Lee Dong-gun, Kim Ha-neul, and Kim Sung-soo.  It aired on SBS from December 1, 2004 to February 3, 2005 on Wednesdays and Thursdays at 21:55 for 18 episodes.

Can We Love?: Can We Love?  () is a 2014 South Korean television drama starring Eugene, Uhm Tae-woong, Kim Yoo-mi, Choi Jung-yoon and Kim Sung-soo.  It aired on jTBC from January 6 to March 11, 2014 for 20 episodes.

My Beloved Sister: My Beloved Sister (; lit.  "Older Sister") is a 2006 South Korean television series starring Song Yoon-ah and Kim Sung-soo.  It aired on MBC from August 12, 2006 to February 18, 2007 on Saturdays and Sundays at 19:55 for 55 episodes.

The Red Shoes (2005 film): The Red Shoes () is a 2005 South Korean horror film written and directed by Kim Yong-gyun.  Kim Yong-gyun was inspired by a fairy tale of same name by Hans Christian Andersen.

Supporting paragraphs: Kim Sung-soo (actor) The Red Shoes (2005 film)
Answer: "The Red Shoes"