Hoping can help someone with Mi3:
installed 6.1.28 from updater app > loose root and TWRP, need reinstall TWRP from fastboot and reinstall supersu
installed 6.2.4+supersu (both zip files) from TWRP > twrp still and also root still there. I don't know why TWRP tell me that supersu isn't...