| Accurate and interpretable drug-drug interaction prediction enabled by knowledge subgraph learning | Nov 25, 2023 | Graph Neural NetworkKnowledge Graphs | CodeCode Available | 1 |
| VSViG: Real-time Video-based Seizure Detection via Skeleton-based Spatiotemporal ViG | Nov 24, 2023 | Action RecognitionDecision Making | CodeCode Available | 1 |
| Comprehensive Evaluation of GNN Training Systems: A Data Management Perspective | Nov 22, 2023 | Graph Neural NetworkManagement | CodeCode Available | 1 |
| Emerging Drug Interaction Prediction Enabled by Flow-based Graph Neural Network with Biomedical Network | Nov 15, 2023 | Graph Neural Network | CodeCode Available | 1 |
| Uplift Modeling based on Graph Neural Network Combined with Causal Knowledge | Nov 14, 2023 | Graph Neural NetworkMarketing | CodeCode Available | 1 |
| 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 |
| 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 |
| Pretraining Language Models with Text-Attributed Heterogeneous Graphs | Oct 19, 2023 | Graph Neural NetworkLink Prediction | CodeCode Available | 1 |
| Learning Co-Speech Gesture for Multimodal Aphasia Type Detection | Oct 18, 2023 | Graph Neural Network | CodeCode Available | 1 |
| VcT: Visual change Transformer for Remote Sensing Image Change Detection | Oct 17, 2023 | Change DetectionGraph Neural Network | CodeCode Available | 1 |
| GMOCAT: A Graph-Enhanced Multi-Objective Method for Computerized Adaptive Testing | Oct 11, 2023 | DiversityGraph Neural Network | CodeCode Available | 1 |
| Neural Relational Inference with Fast Modular Meta-learning | Oct 10, 2023 | Graph Neural NetworkMeta-Learning | CodeCode Available | 1 |
| TANGO: Time-Reversal Latent GraphODE for Multi-Agent Dynamical Systems | Oct 10, 2023 | Graph Neural NetworkInductive Bias | CodeCode Available | 1 |
| Tailoring Self-Attention for Graph via Rooted Subtrees | Oct 8, 2023 | Graph AttentionGraph Learning | CodeCode Available | 1 |
| Score dynamics: scaling molecular dynamics with picoseconds timestep via conditional diffusion model | Oct 2, 2023 | DenoisingGraph Neural Network | CodeCode Available | 1 |
| Are Graph Neural Networks Optimal Approximation Algorithms? | Oct 1, 2023 | Combinatorial OptimizationGraph Neural Network | CodeCode Available | 1 |
| ADMET property prediction through combinations of molecular fingerprints | Sep 29, 2023 | Graph Neural NetworkPrediction | CodeCode Available | 1 |
| MuSe-GNN: Learning Unified Gene Representation From Multimodal Biological Graph Data | Sep 29, 2023 | BenchmarkingContrastive Learning | CodeCode Available | 1 |
