Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

[Model] MHGCN #247

Open
wants to merge 5 commits into
base: main
Choose a base branch
from
Open

[Model] MHGCN #247

wants to merge 5 commits into from

Conversation

AckerlyLau
Copy link

Description

Implement a model named Multiplex Heterogeneous Graph Convolutional Network (MHGCN) https://doi.org/10.1145/3534678.3539482

Owing to the paper author doesn't provide usable Aminer and Amazon datasets mentioned in the paper, this implementation does not support the two datasets above. Anyway , the author's code does not support the two datasets too.

As for the three avaliable datasets DBLP, IMDB and Alibaba, this implementation significantly reduces training time compared to the paper author's code, while model performence is consistent with the paper author's implementation.

@AckerlyLau AckerlyLau changed the title [Model] Implement MHGCN [Model] MHGCN Aug 29, 2024
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
Labels
None yet
Projects
None yet
Development

Successfully merging this pull request may close these issues.

1 participant