Of course you can stop it. UK Parliament would just need to annul the Article 50 withdrawal bill. But the question is whether there is the political will to do so.
It's very tricky because Brexiteers/Remainers cut across both Labour and the Tories and yet the party members are expected to toe the party line. Which results in an impasse.