There currently is one option to travel by night train from Graz (Austria) to Augsburg (Germany), taking between approximately 8 and 9 hours: Namely the EN 414 operated by HŽPP.
HŽPP, Croatia's national passenger railway, operates domestic trains as well as international connections.