If miners censor individual transactions for a long time, they still produce valid blocks. I don't think block validity is relayed to censorship.
Discussion
Yes, even empty blocks are valid and reorgs are valid blocks as well. However, these blocks are not economically competitive in the long run (unless you have a massive short position on Bitcoin...)