dhn

Distance encoding based Heterogeneous graph neural Network (DHN)

• Paper link: https://ieeexplore.ieee.org/document/10209229
• Author's code repo: https://github.com/BUPT-GAMMA/HDE

Dataset Statics

Dataset	# Nodes	# Edges
acm	3908	4500

Results

TL_BACKEND="torch" python dhn_trainer.py --test_ratio 0.3 --one_hot True --k_hop 2 --num_neighbor 5 --batch_size 32 --lr 0.001 --n_epoch 100 --drop_rate 0.01 --dataset 'acm'

Dataset	Paper(AUC)	Our(th)(AUC)
acm	95.07	95.54±0.18