Yes, you will need to do a part-year state income tax return filing for both WI and MN.
Since you and your spouse were residents of different states during the 2016 tax year, you would still be able to file your federal income taxes jointly
but you would need to file
your state income taxes as married filing separately.
https://ttlc.intuit.com/replies/3301995
