| 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 |
| MuseGraph: Graph-oriented Instruction Tuning of Large Language Models for Generic Graph Mining | Mar 2, 2024 | Graph Mining | —Unverified | 0 |
| OAG-Bench: A Human-Curated Benchmark for Academic Graph Mining | Feb 24, 2024 | Graph Mining | CodeCode Available | 1 |
| Graph-Skeleton: ~1% Nodes are Sufficient to Represent Billion-Scale Graph | Feb 14, 2024 | Feature CorrelationGraph Mining | CodeCode Available | 0 |
| Learning Attributed Graphlets: Predictive Graph Mining by Graphlets with Trainable Attribute | Feb 10, 2024 | AttributeGraph Classification | —Unverified | 0 |
