| Causal Lifting and Link Prediction | Feb 2, 2023 | Graph Neural NetworkKnowledge Base Completion | —Unverified | 0 |
| Predicting the Silent Majority on Graphs: Knowledge Transferable Graph Neural Network | Feb 2, 2023 | Graph Neural NetworkRepresentation Learning | CodeCode Available | 1 |
| Molecular Geometry-aware Transformer for accurate 3D Atomic System modeling | Feb 2, 2023 | Graph Neural NetworkInitial Structure to Relaxed Energy (IS2RE), Direct | —Unverified | 0 |
| Predicting Molecule-Target Interaction by Learning Biomedical Network and Molecule Representations | Feb 2, 2023 | Drug DiscoveryGraph Neural Network | —Unverified | 0 |
| Graph Neural Operators for Classification of Spatial Transcriptomics Data | Feb 1, 2023 | ClassificationDisentanglement | —Unverified | 0 |
| Simple yet Effective Gradient-Free Graph Convolutional Networks | Feb 1, 2023 | Graph Neural NetworkGraph Representation Learning | —Unverified | 0 |
| Graph Neural Network Based Surrogate Model of Physics Simulations for Geometry Design | Feb 1, 2023 | 3D geometryDecoder | —Unverified | 0 |
| Company-as-Tribe: Company Financial Risk Assessment on Tribe-Style Graph with Hierarchical Graph Neural Networks | Jan 31, 2023 | Contrastive LearningGraph Learning | CodeCode Available | 1 |
| Partitioning Distributed Compute Jobs with Reinforcement Learning and Graph Neural Networks | Jan 31, 2023 | BlockingGraph Neural Network | —Unverified | 0 |
| Skeleton-based Human Action Recognition via Convolutional Neural Networks (CNN) | Jan 31, 2023 | Action RecognitionComputational Efficiency | —Unverified | 0 |
| Complete Neural Networks for Complete Euclidean Graphs | Jan 31, 2023 | Graph Neural NetworkProperty Prediction | —Unverified | 0 |
| Graph Neural Network Framework for Security Assessment Informed by Topological Measures | Jan 30, 2023 | Graph Neural Network | —Unverified | 0 |
| Finding the Law: Enhancing Statutory Article Retrieval via Graph Neural Networks | Jan 30, 2023 | Ad-Hoc Information RetrievalArticles | CodeCode Available | 1 |
| 3D Object Detection in LiDAR Point Clouds using Graph Neural Networks | Jan 29, 2023 | 3D geometry3D Object Detection | —Unverified | 0 |
| Semantics-enhanced Temporal Graph Networks for Content Popularity Prediction | Jan 29, 2023 | Graph LearningGraph Neural Network | —Unverified | 0 |
| GDBN: a Graph Neural Network Approach to Dynamic Bayesian Network | Jan 28, 2023 | Graph Neural NetworkTime Series | —Unverified | 0 |
| RCsearcher: Reaction Center Identification in Retrosynthesis via Deep Q-Learning | Jan 28, 2023 | Deep Reinforcement LearningGraph Neural Network | —Unverified | 0 |
| Layout-aware Webpage Quality Assessment | Jan 28, 2023 | Graph Neural Network | —Unverified | 0 |
| Task-Agnostic Graph Neural Network Evaluation via Adversarial Collaboration | Jan 27, 2023 | BenchmarkingGraph Classification | CodeCode Available | 0 |
| A Multi-View Joint Learning Framework for Embedding Clinical Codes and Text Using Graph Neural Networks | Jan 27, 2023 | Graph Neural NetworkMULTI-VIEW LEARNING | —Unverified | 0 |
| Graph Attention with Hierarchies for Multi-hop Question Answering | Jan 27, 2023 | Graph AttentionGraph Neural Network | —Unverified | 0 |
| PerfSAGE: Generalized Inference Performance Predictor for Arbitrary Deep Learning Models on Edge Devices | Jan 26, 2023 | Graph Neural Network | —Unverified | 0 |
| A Graph Neural Network with Negative Message Passing for Graph Coloring | Jan 26, 2023 | Graph Neural Network | —Unverified | 0 |
| Understanding and Improving Deep Graph Neural Networks: A Probabilistic Graphical Model Perspective | Jan 25, 2023 | Graph Neural NetworkVariational Inference | —Unverified | 0 |
| Spatio-Temporal Graph Neural Networks: A Survey | Jan 25, 2023 | Deep LearningGraph Neural Network | —Unverified | 0 |
