There currently is one option to travel by night train from Děčín (Czech Republic) to Budapest (Hungary), taking between approximately 10 and 11 hours: Namely the EN 40457 operated by MÁV-Start.
MÁV-Start, Hungary's national passenger railway, operates domestic and cross-border trains throughout the region.