Chinese shares closed higher on Tuesday with the benchmark Shanghai Composite Index up 0.1 percent, or 2.09 points, to finish at 2,001.16. The Shenzhen Component Index gained 1.32 percent, or 94.13 points, to close at 7,212.57.