Only the streamer can block users from their Live chat.
Blocked users will not be able to access that creator's Lives from that point on.
If you would like to unblock someone, you can do so from the list under the "LIVE blocked users" section in your settings.
https://sketch.pixiv.net/settings
Even if you block someone from your Lives, they'll still be able to see your posts.