No, that doesn't work: you need an expression of some sort which marks the start of a period of time. You could have "from now on" or "from tomorrow on".And what about this one:
You guys aren't sitting together from next time on in my class.
Does it sound fine here? I mean we say "from next week on", so does it work here?