You do know that Russia shares a border with North Korea, too; right? I mean, it’s only a few miles wide, but it’s a border nonetheless.
Yes and that makes it easier to collaborate. The Russian territory near that common border is lightly populated/ industrialized unlike the Chinese who have some major industry. The refugees would be more likely a burden to China than Russia by the past history of Chinese relations with NK.