Yes, that is correct. You do not have to pay income taxes to Illinois as a Wisconsin resident.
If your employer withheld Illinois taxes, you would file an Illinois income tax return to get the money back from Illinois.
Additional information:
https://ttlc.intuit.com/replies/3299954
https://ttlc.intuit.com/replies/4776822
