| Geometric Graph Filters and Neural Networks: Limit Properties and Discriminability Trade-offs | May 29, 2023 | Graph Neural NetworkPoint Cloud Classification | —Unverified | 0 |
| Convolutional neural network based on sparse graph attention mechanism for MRI super-resolution | May 29, 2023 | DiagnosticGraph Attention | —Unverified | 0 |
| GazeGNN: A Gaze-Guided Graph Neural Network for Chest X-ray Classification | May 29, 2023 | ClassificationDiagnostic | CodeCode Available | 1 |
| ChatGPT Informed Graph Neural Network for Stock Movement Prediction | May 28, 2023 | Graph Neural NetworkPrediction | CodeCode Available | 1 |
| Inferring Individual Direct Causal Effects Under Heterogeneous Peer Influence | May 27, 2023 | Causal InferenceGraph Neural Network | CodeCode Available | 0 |
| GVdoc: Graph-based Visual Document Classification | May 26, 2023 | ClassificationDocument Classification | CodeCode Available | 0 |
| Exploiting Abstract Meaning Representation for Open-Domain Question Answering | May 26, 2023 | Abstract Meaning RepresentationDiversity | CodeCode Available | 1 |
| DeepGate2: Functionality-Aware Circuit Representation Learning | May 25, 2023 | Graph Neural NetworkRepresentation Learning | CodeCode Available | 1 |
| TabGSL: Graph Structure Learning for Tabular Data Prediction | May 25, 2023 | Contrastive LearningGraph Neural Network | —Unverified | 0 |
| Revisiting Generalized p-Laplacian Regularized Framelet GCNs: Convergence, Energy Dynamic and Training with Non-Linear Diffusion | May 25, 2023 | Graph Neural Network | —Unverified | 0 |
| Editable Graph Neural Network for Node Classifications | May 24, 2023 | Fake News DetectionGraph Neural Network | —Unverified | 0 |
| Stochastic Unrolled Federated Learning | May 24, 2023 | Federated LearningGraph Neural Network | CodeCode Available | 0 |
| Reversible Graph Neural Network-based Reaction Distribution Learning for Multiple Appropriate Facial Reactions Generation | May 24, 2023 | Graph Neural Network | CodeCode Available | 0 |
| Towards Few-shot Entity Recognition in Document Images: A Graph Neural Network Approach Robust to Image Manipulation | May 24, 2023 | Graph Neural NetworkImage Manipulation | CodeCode Available | 0 |
| gRNAde: Geometric Deep Learning for 3D RNA inverse design | May 24, 2023 | 3D geometryDeep Learning | CodeCode Available | 2 |
| Sequential Graph Neural Networks for Source Code Vulnerability Identification | May 23, 2023 | Graph ClassificationGraph Neural Network | —Unverified | 0 |
| GiPH: Generalizable Placement Learning for Adaptive Heterogeneous Computing | May 23, 2023 | Edge-computingGraph Neural Network | CodeCode Available | 0 |
| ConGraT: Self-Supervised Contrastive Pretraining for Joint Graph and Text Embeddings | May 23, 2023 | Community DetectionContrastive Learning | CodeCode Available | 1 |
| On Structural Expressive Power of Graph Transformers | May 23, 2023 | Graph Neural Network | —Unverified | 0 |
| Instant Representation Learning for Recommendation over Large Dynamic Graphs | May 22, 2023 | Graph Neural NetworkRecommendation Systems | CodeCode Available | 0 |
| Multi-behavior Self-supervised Learning for Recommendation | May 22, 2023 | Graph Neural NetworkRecommendation Systems | CodeCode Available | 1 |
| GATology for Linguistics: What Syntactic Dependencies It Knows | May 22, 2023 | Graph AttentionGraph Neural Network | —Unverified | 0 |
| Causal-Based Supervision of Attention in Graph Neural Network: A Better and Simpler Choice towards Powerful Attention | May 22, 2023 | Graph Neural NetworkGraph Representation Learning | —Unverified | 0 |
| Road Planning for Slums via Deep Reinforcement Learning | May 22, 2023 | BlockingDeep Reinforcement Learning | CodeCode Available | 1 |
| GraphCare: Enhancing Healthcare Predictions with Personalized Knowledge Graphs | May 22, 2023 | Decision MakingGraph Neural Network | —Unverified | 0 |
