The shared materials include the source codes and the datasets used in this work, which consist of:

• The scripts to collect videos with their recommended videos and the dataset, (more than 600MB)

• The scripts to build video recommendation network,

• The scripts to random walk simulation and diversity measurement,

• The scripts of GNN models to estimate diversification score,

• The scripts to implement re-ranking algorithm.