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| Identifying Influential nodes in Brain Networks via Self-Supervised Graph-Transformer | Sep 17, 2024 | Graph Reconstruction | —Unverified | 0 |
| Large-Scale Targeted Cause Discovery with Data-Driven Learning | Aug 29, 2024 | Causal DiscoveryGraph Reconstruction | CodeCode Available | 1 |
| Contrastive Representation Learning for Dynamic Link Prediction in Temporal Networks | Aug 22, 2024 | Contrastive LearningDynamic Link Prediction | CodeCode Available | 1 |
| Graph Neural Network, ChebNet, Graph Convolutional Network, and Graph Autoencoder: Tutorial and Survey | Jul 8, 2024 | Graph AttentionGraph Neural Network | —Unverified | 0 |
| BindGPT: A Scalable Framework for 3D Molecular Design via Language Modeling and Reinforcement Learning | Jun 6, 2024 | Graph ReconstructionLanguage Modeling | —Unverified | 0 |
| Exploring the Individuality and Collectivity of Intents behind Interactions for Graph Collaborative Filtering | May 15, 2024 | Collaborative FilteringGraph Generation | CodeCode Available | 1 |
| Optimizing OOD Detection in Molecular Graphs: A Novel Approach with Diffusion Models | Apr 24, 2024 | DenoisingGraph Reconstruction | —Unverified | 0 |
| Temporal Generalization Estimation in Evolving Graphs | Apr 7, 2024 | AttributeGraph Reconstruction | —Unverified | 0 |
| Graph Parsing Networks | Feb 22, 2024 | Graph ClassificationGraph Reconstruction | CodeCode Available | 1 |