Manuel Tienda León operates a shuttle bus from EZE to downtown Rosario every 3 hours or so. Price is 770 ARS, roughly 55 USD, which for the distance (320km) sounds reasonable.
If you read Spanish, you can see the schedule and book online at
www.mtlrosario.com.ar