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Liu Haili (Chinese: 刘海莉; born 24 December 1984, in Haicheng) is a retired Chinese heptathlete. She represented her country at the 2008 Summer Olympics. Her personal best score is 6132 points, achieved at the 2005 National Games in Nanjing.