So I logged out and went a couple of months without touching linkedin. Upon returning I noticed a bunch of "likes" again.
I don't think anyone else is accessing my account, so am left thinking that linkedin is doing this to promote content. It's super annoying because some of them were things I would never hit "like" on.
I suggest changing your password.