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This repository is the official implementation of "Hyperbolic Geometric Latent Diffusion Model for Graph Generation (HypDiff)" accepted by the research tracks of International Conference on Machine Learning 2024 (ICML 2024).

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RingBDStack/HypDiff

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graph_evaluate

graph_evaluate

 
 

hyperbolic_learning

hyperbolic_learning

 
 

layers

layers

 
 

manifolds

manifolds

 
 

models

models

 
 

optimizers

optimizers

 
 

utils

utils

 
 

README.md

README.md

 
 

config.py

config.py

 
 

diff.py

diff.py

 
 

graph_train.py

graph_train.py

 
 

lp_train.py

lp_train.py

 
 

main.py

main.py

 
 

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[ICML 2024]Hyperbolic Geometric Latent Diffusion Model for Graph Generation

This repository is the official implementation of "Hyperbolic Geometric Latent Diffusion Model for Graph Generation (HypDiff)" accepted by the research tracks of International Conference on Machine Learning 2024 (ICML 2024).

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This repository is the official implementation of "Hyperbolic Geometric Latent Diffusion Model for Graph Generation (HypDiff)" accepted by the research tracks of International Conference on Machine Learning 2024 (ICML 2024).

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