| Beyond Weisfeiler-Lehman: A Quantitative Framework for GNN Expressiveness | Jan 16, 2024 | Graph LearningSubgraph Counting | CodeCode Available | 1 |
| DeSCo: Towards Generalizable and Scalable Deep Subgraph Counting | Aug 16, 2023 | Graph Neural NetworkGraph Regression | CodeCode Available | 1 |
| Higher-Order Graph Databases | Jun 24, 2025 | Graph LearningSubgraph Counting | CodeCode Available | 0 |
| Studying and Improving Graph Neural Network-based Motif Estimation | May 30, 2025 | Graph GenerationGraph Neural Network | —Unverified | 0 |
| BEACON: A Benchmark for Efficient and Accurate Counting of Subgraphs | Apr 15, 2025 | BenchmarkingSubgraph Counting | —Unverified | 0 |
| Homomorphism Expressivity of Spectral Invariant Graph Neural Networks | Mar 1, 2025 | Subgraph Counting | —Unverified | 0 |
| Revisiting Graph Neural Networks on Graph-level Tasks: Comprehensive Experiments, Analysis, and Improvements | Jan 1, 2025 | Contrastive LearningGraph Classification | —Unverified | 0 |
| Discovering Motifs to Fingerprint Multi-Layer Networks: a Case Study on the Connectome of C. Elegans | Aug 9, 2024 | Subgraph Counting | —Unverified | 0 |
| Representation Learning for Frequent Subgraph Mining | Feb 22, 2024 | Representation LearningSubgraph Counting | —Unverified | 0 |
| Communication Cost Reduction for Subgraph Counting under Local Differential Privacy via Hash Functions | Dec 12, 2023 | Data CompressionSubgraph Counting | CodeCode Available | 0 |
