| A Versatile Framework for Attributed Network Clustering via K-Nearest Neighbor Augmentation | Aug 10, 2024 | AttributeClustering | CodeCode Available | 0 |
| Covering a Graph with Dense Subgraph Families, via Triangle-Rich Sets | Jul 23, 2024 | Graph Mining | CodeCode Available | 0 |
| Is Your Large Language Model Knowledgeable or a Choices-Only Cheater? | Jul 2, 2024 | Graph MiningLanguage Modeling | CodeCode Available | 0 |
| Unveiling Global Interactive Patterns across Graphs: Towards Interpretable Graph Neural Networks | Jul 2, 2024 | ClusteringGraph Classification | CodeCode Available | 0 |
| Toward Structure Fairness in Dynamic Graph Embedding: A Trend-aware Dual Debiasing Approach | Jun 19, 2024 | Dynamic graph embeddingFairness | CodeCode Available | 0 |
| Graph Mining under Data scarcity | Jun 7, 2024 | ClassificationFew-Shot Learning | —Unverified | 0 |
| Anomaly Detection in Dynamic Graphs: A Comprehensive Survey | May 31, 2024 | Anomaly DetectionGraph Mining | —Unverified | 0 |
| Heterophilous Distribution Propagation for Graph Neural Networks | May 31, 2024 | Contrastive LearningGraph Mining | —Unverified | 0 |
| Revisiting the Message Passing in Heterophilous Graph Neural Networks | May 28, 2024 | Graph Mining | CodeCode Available | 0 |
| ChebMixer: Efficient Graph Representation Learning with MLP Mixer | Mar 25, 2024 | Graph MiningGraph Representation Learning | —Unverified | 0 |