I try to set up sss on multiple material, but it seems that only one material with sss is supported by scene, is that right?
No, that is certainly not right. I have often used SSS in several materials. What exactly is going wrong?
grasshopper is right, multiple object is certainly possible, even with a different looking sss material on each. Post a blender file if you think something is wrong.