Good lord, yes, you are right, "Bake Pivot" save my ass here. So basically my problem is my model's transformation was lost? And Maya 2018 rely on that to find out the symmetry? (btw without the transform info, even mirroring the mesh doesn't enable symmetry, which suggests the cause is lack of transform info)