From the article:

Most of North Korea’s shells have been sent to Russia by ship, although NK Pro said that they may now have shifted onto its railway system.

“It also cannot be ruled out that weapons are being transferred to Russia by air or by rail,” it said.

So they probably havent, but are using less detectable means.