Everyone agrees there will be trains.
You were wrong with this however:
Trains/tickets are currently bookable up to and including 7th June, being 12 weeks from now. As is always the case.
I reckon they've not uploaded the timetables yet, as it's a Bank Holiday.
There are no engineering works listed currently which would indicate no train services on that day around Sussex.