I tried to scale it 100 times in Blender and Cura can load it now, so thank you very much.
However, I do not understand why it is so small in Cura. In Blender, its dimension is 6mx6mx6m, and its side vertex is at 2m,2m,0m. Is there any tricky setting in Blender that make this happen?