Distance-restricted folklore weisfeiler-leman GNNs with provable cycle counting power J Zhou, J Feng, X Wang, M Zhang Advances in Neural Information Processing Systems 36, 2024 | 8 | 2024 |
An Efficient Subgraph GNN with Provable Substructure Counting Power Z Yan, J Zhou, L Gao, Z Tang, M Zhang Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and …, 2024 | 7 | 2024 |
Efficiently counting substructures by subgraph gnns without running gnn on subgraphs Z Yan, J Zhou, L Gao, Z Tang, M Zhang arXiv preprint arXiv:2303.10576, 2023 | 7 | 2023 |
Towards Stable, Globally Expressive Graph Representations with Laplacian Eigenvectors J Zhou, C Zhou, X Wang, P Li, M Zhang arXiv preprint arXiv:2410.09737, 2024 | | 2024 |
Fine-Grained Expressive Power of Weisfeiler-Leman: A Homomorphism Counting Perspective J Zhou, M Zhang arXiv preprint arXiv:2410.03517, 2024 | | 2024 |