Track: Track1; Team name: kxdenz; Model: ESC-GNN

[KadenZheng]

Checklist

• My pull request has a clear and explanatory title.
• My pull request passes the Linting test.
• I added appropriate unit tests and I made sure the code passes all unit tests.
• My PR follows PEP8 guidelines.
• My code is properly documented, using numpy docs conventions, and I made sure the documentation renders properly.
• I linked to issues and PRs that are relevant to this PR.

Publication

Zuoyu Yan et al., “An Efficient Subgraph GNN with Provable Substructure Counting Power,” KDD 2024.

https://doi.org/10.1145/3637528.3671731

[KadenZheng]

Could a maintainer please apply the required track-1-gnn label for this? Seems like I don't have perms!

Also, all GH Actions checks passed but it seems like the Codecov step couldn't publish because the fork-PR upload was rejected with "Token required - not valid tokenless upload." Sorry for the trouble - could a maintainer please also confirm the coverage requirement or rerun Codecov with the repository token?

Thank you!