Li recorded a winning total of 246kg, with Thailand's Pimsiri Sirikaew finishing second (236kg).
Great Britain's Zoe Smith finished 12th, setting a new GB clean-and-jerk record (121kg) and new personal best total (211kg) in her first taste of Games action.