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- GCN (Test ROC-AUC=89.22): python train.py --task lp --dataset cora --model GCN --lr 0.01 --dim 16 --num-layers 2 --act relu --bias 1 --dropout 0.2 --weight-decay 0 --manifold Euclidean --log-freq ...
  • 922397935
  • Opened 
    on Jul 12, 2024
  • #50

May I ask how to calculate the structure of a graph δ value? 请问如何计算一个图结构的δ值
  • Tong-Hao741
  • Opened 
    on Apr 25, 2024
  • #48

Hi! First of all I wanted to thank you for you code, I know it is a bit older but it is still the most legible resource on hyperbolic GNNs that I could find. I am currently dissecting the mechanisms and ...
  • fratajcz
  • 2
  • Opened 
    on Apr 20, 2023
  • #46

When I ran the model with the following command: python train.py --task nc --dataset disease_nc --model HGCN --dim 16 --lr 0.01 --dim 16 --num-layers 2 --act relu --bias 1 --dropout 0 --weight-decay 0 ...
  • Zhaoyang-Chu
  • Opened 
    on Nov 23, 2022
  • #45

would you please list some references that give the detail about where the logmap and expmap come from. Some papers give these formulas very differently, which makes me curious about whether these formulas ...
  • hzg0601
  • Opened 
    on Nov 1, 2022
  • #44

Traceback (most recent call last): File C:\Users\86178\hgcn\train.py , line 16, in module from utils.data_utils import load_data File C:\Users\86178\hgcn\utils\data_utils.py , line 6, in module import ...
  • learning1314never
  • Opened 
    on Sep 7, 2022
  • #43

Hi, I am running HGCN on Airport (with the command below) in the node classification task. Sadly, I received ~77.86 accuracy on test set, far below ~90.6 reported in the paper. python train.py --task ...
  • andyweizhao
  • 1
  • Opened 
    on Aug 6, 2022
  • #42

Hello and thank you for your work. Can you specify the hyperparameters for the experiments with GAT ? Thanks !
  • Hugo-Attali
  • Opened 
    on Jun 12, 2022
  • #40

Thanks for your work, I notice that the equation 10 is correct for hyperboloid manifolds, because the tangent spaces of the north pole are shared across hyperboloid manifolds of the same dimension that ...
  • gshahaaa
  • Opened 
    on Apr 15, 2022
  • #39
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