| 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 |
| Revisiting Generalized p-Laplacian Regularized Framelet GCNs: Convergence, Energy Dynamic and Training with Non-Linear Diffusion | May 25, 2023 | Graph Neural Network | —Unverified | 0 |
| TabGSL: Graph Structure Learning for Tabular Data Prediction | May 25, 2023 | Contrastive LearningGraph Neural Network | —Unverified | 0 |
| Editable Graph Neural Network for Node Classifications | May 24, 2023 | Fake News DetectionGraph Neural Network | —Unverified | 0 |
| Reversible Graph Neural Network-based Reaction Distribution Learning for Multiple Appropriate Facial Reactions Generation | May 24, 2023 | Graph Neural Network | CodeCode Available | 0 |
| Stochastic Unrolled Federated Learning | May 24, 2023 | Federated LearningGraph 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 |
| PRODIGY: Enabling In-context Learning Over Graphs | May 21, 2023 | Graph Neural NetworkIn-Context Learning | —Unverified | 0 |
| Learning for Transductive Threshold Calibration in Open-World Recognition | May 19, 2023 | Graph Neural NetworkMetric Learning | —Unverified | 0 |
| GraphFC: Customs Fraud Detection with Label Scarcity | May 19, 2023 | Fraud DetectionGraph Neural Network | CodeCode Available | 0 |
| Domain Generalization Deep Graph Transformation | May 19, 2023 | DecoderDomain Generalization | —Unverified | 0 |
| DrugChat: Towards Enabling ChatGPT-Like Capabilities on Drug Molecule Graphs | May 18, 2023 | Drug DiscoveryGraph Neural Network | CodeCode Available | 0 |
| Chainlet Orbits: Topological Address Embedding for the Bitcoin Blockchain | May 18, 2023 | Graph Neural NetworkNode Classification | —Unverified | 0 |
| Seq-HGNN: Learning Sequential Node Representation on Heterogeneous Graph | May 18, 2023 | Graph Neural NetworkInformation Retrieval | CodeCode Available | 1 |
| Edge Directionality Improves Learning on Heterophilic Graphs | May 17, 2023 | Graph Neural NetworkNode Classification | CodeCode Available | 1 |
| SIGMA: An Efficient Heterophilous Graph Neural Network with Fast Global Aggregation | May 17, 2023 | Graph LearningGraph Neural Network | —Unverified | 0 |
| Optimality of Message-Passing Architectures for Sparse Graphs | May 17, 2023 | Graph Neural NetworkNode Classification | —Unverified | 0 |
| Predicting Tweet Engagement with Graph Neural Networks | May 17, 2023 | Graph Neural Network | CodeCode Available | 1 |
| Curriculum Learning in Job Shop Scheduling using Reinforcement Learning | May 17, 2023 | Deep Reinforcement LearningGraph Neural Network | —Unverified | 0 |
| Dynamic Causal Explanation Based Diffusion-Variational Graph Neural Network for Spatio-temporal Forecasting | May 16, 2023 | graph constructionGraph Neural Network | CodeCode Available | 1 |
| Enhancing Keyphrase Extraction from Long Scientific Documents using Graph Embeddings | May 16, 2023 | Graph Neural NetworkKeyphrase Extraction | CodeCode Available | 0 |
| Inductive Graph Neural Networks for Moving Object Segmentation | May 16, 2023 | Graph Neural NetworkInductive Learning | —Unverified | 0 |
| SemiGNN-PPI: Self-Ensembling Multi-Graph Neural Network for Efficient and Generalizable Protein-Protein Interaction Prediction | May 15, 2023 | Graph LearningGraph Neural Network | —Unverified | 0 |
| Graph Neural Networks-Based User Pairing in Wireless Communication Systems | May 14, 2023 | Graph Neural NetworkScheduling | CodeCode Available | 1 |
| Decoupled Graph Neural Networks for Large Dynamic Graphs | May 14, 2023 | Graph Neural NetworkRecommendation Systems | CodeCode Available | 0 |
| Knowledge Soft Integration for Multimodal Recommendation | May 12, 2023 | Graph Neural NetworkMultimodal Recommendation | —Unverified | 0 |
| PerFedRec++: Enhancing Personalized Federated Recommendation with Self-Supervised Pre-Training | May 11, 2023 | Federated LearningGraph Learning | —Unverified | 0 |
| Graph Neural Network for Accurate and Low-complexity SAR ATR | May 11, 2023 | Graph Neural Network | —Unverified | 0 |
| How Expressive are Spectral-Temporal Graph Neural Networks for Time Series Forecasting? | May 11, 2023 | Graph Neural NetworkTime Series | —Unverified | 0 |
| Graph Neural Network Interatomic Potential Ensembles with Calibrated Aleatoric and Epistemic Uncertainty on Energy and Forces | May 10, 2023 | Graph Neural Network | —Unverified | 0 |
| Towards Scalable Adaptive Learning with Graph Neural Networks and Reinforcement Learning | May 10, 2023 | Graph Neural NetworkRecommendation Systems | CodeCode Available | 0 |
| Dual Intent Enhanced Graph Neural Network for Session-based New Item Recommendation | May 10, 2023 | Decision MakingGraph Neural Network | CodeCode Available | 1 |
