There currently is one option to travel by night train from Budapest (Hungary) to Děčín (Czech Republic), taking between approximately 9 and 10 hours: Namely the EN 40476 operated by MÁV-Start.
MÁV-Start, Hungary's national passenger railway, operates domestic and cross-border trains throughout the region.