| Mixture of Weak & Strong Experts on Graphs | Nov 9, 2023 | Graph Neural NetworkNode Classification | CodeCode Available | 1 |
| Conversation Understanding using Relational Temporal Graph Neural Networks with Auxiliary Cross-Modality Interaction | Nov 8, 2023 | Emotion RecognitionGraph Neural Network | CodeCode Available | 1 |
| AI-accelerated Discovery of Altermagnetic Materials | Nov 8, 2023 | Graph Neural Network | CodeCode Available | 1 |
| PepLand: a large-scale pre-trained peptide representation model for a comprehensive landscape of both canonical and non-canonical amino acids | Nov 8, 2023 | Graph Neural Network | CodeCode Available | 1 |
| Using Time-Aware Graph Neural Networks to Predict Temporal Centralities in Dynamic Graphs | Oct 24, 2023 | Graph LearningGraph Neural Network | CodeCode Available | 1 |
| Efficient Heterogeneous Graph Learning via Random Projection | Oct 23, 2023 | Graph LearningGraph Neural Network | CodeCode Available | 1 |
| GRENADE: Graph-Centric Language Model for Self-Supervised Representation Learning on Text-Attributed Graphs | Oct 23, 2023 | Contrastive LearningGraph Neural Network | CodeCode Available | 1 |
| SplitGNN: Spectral Graph Neural Network for Fraud Detection against Heterophily | Oct 21, 2023 | Fraud DetectionGraph Neural Network | CodeCode Available | 1 |
| Pretraining Language Models with Text-Attributed Heterogeneous Graphs | Oct 19, 2023 | Graph Neural NetworkLink Prediction | CodeCode Available | 1 |
| Mitigating the missing-fragmentation problem in de novo peptide sequencing with a two-stage graph-based deep learning model | Oct 19, 2023 | de novo peptide sequencingGraph Neural Network | CodeCode Available | 1 |
