SSE Model: failed to repeat the result from paper

Hi, I would like to ask question about the SSE example implemented here:

I have tried to run it on ‘cora’ ‘pubmed’ and ‘citeseer’ , but the test accuracy is much lower compared to the result presented in the original paper.

Could you give me some advice about how to improve the performance? Should I modify some parameters?