| Grad-Align+: Empowering Gradual Network Alignment Using Attribute Augmentation | Aug 23, 2022 | AttributeGraph Neural Network | —Unverified | 0 |
| Self-Supervised Pretraining of Graph Neural Network for the Retrieval of Related Mathematical Expressions in Scientific Articles | Aug 22, 2022 | ArticlesGraph Neural Network | —Unverified | 0 |
| Representation Learning of Knowledge Graph for Wireless Communication Networks | Aug 22, 2022 | Graph Neural NetworkRelation Prediction | —Unverified | 0 |
| One Model, Any CSP: Graph Neural Networks as Fast Global Search Heuristics for Constraint Satisfaction | Aug 22, 2022 | Combinatorial OptimizationGraph Neural Network | CodeCode Available | 0 |
| MolGraph: a Python package for the implementation of molecular graphs and graph neural networks with TensorFlow and Keras | Aug 21, 2022 | Graph Neural Network | CodeCode Available | 1 |
| Representation Learning with Graph Neural Networks for Speech Emotion Recognition | Aug 21, 2022 | Emotion RecognitionGraph Neural Network | —Unverified | 0 |
| Graph Neural Network Based Node Deployment for Throughput Enhancement | Aug 19, 2022 | Graph Neural Network | —Unverified | 0 |
| Personalized Federated Recommendation via Joint Representation Learning, User Clustering, and Model Adaptation | Aug 19, 2022 | AttributeClustering | —Unverified | 0 |
| Ginex: SSD-enabled Billion-scale Graph Neural Network Training on a Single Machine via Provably Optimal In-memory Caching | Aug 19, 2022 | Compiler OptimizationCPU | CodeCode Available | 1 |
| Debiasing Neighbor Aggregation for Graph Neural Network in Recommender Systems | Aug 18, 2022 | Graph Neural NetworkRecommendation Systems | —Unverified | 0 |
| GraTO: Graph Neural Network Framework Tackling Over-smoothing with Neural Architecture Search | Aug 18, 2022 | Graph Neural NetworkNeural Architecture Search | CodeCode Available | 1 |
| AoI-based Temporal Attention Graph Neural Network for Popularity Prediction and Content Caching | Aug 18, 2022 | Graph Neural Network | —Unverified | 0 |
| Robust Causal Graph Representation Learning against Confounding Effects | Aug 18, 2022 | Graph Neural NetworkGraph Representation Learning | CodeCode Available | 0 |
| MM-GNN: Mix-Moment Graph Neural Network towards Modeling Neighborhood Feature Distribution | Aug 15, 2022 | Graph Neural NetworkGraph Representation Learning | CodeCode Available | 0 |
| AMinerGNN: Heterogeneous Graph Neural Network for Paper Click-through Rate Prediction with Fusion Query | Aug 15, 2022 | Click-Through Rate PredictionGraph Neural Network | —Unverified | 0 |
| Learnable Filters for Geometric Scattering Modules | Aug 15, 2022 | DescriptiveGraph Classification | —Unverified | 0 |
| STAR-GNN: Spatial-Temporal Video Representation for Content-based Retrieval | Aug 15, 2022 | Graph Neural NetworkRepresentation Learning | —Unverified | 0 |
| GSim: A Graph Neural Network based Relevance Measure for Heterogeneous Graphs | Aug 12, 2022 | Community DetectionGraph Mining | —Unverified | 0 |
| EEGNN: Edge Enhanced Graph Neural Network with a Bayesian Nonparametric Graph Model | Aug 12, 2022 | Graph Neural Network | CodeCode Available | 1 |
| Task Aligned Meta-learning based Augmented Graph for Cold-Start Recommendation | Aug 11, 2022 | Graph Neural NetworkMeta-Learning | —Unverified | 0 |
| Uncertainty Quantification of Sparse Travel Demand Prediction with Spatial-Temporal Graph Neural Networks | Aug 11, 2022 | Graph Neural NetworkUncertainty Quantification | CodeCode Available | 1 |
| Partition Pooling for Convolutional Graph Network Applications in Particle Physics | Aug 11, 2022 | Graph Neural Network | CodeCode Available | 0 |
| Path-aware Siamese Graph Neural Network for Link Prediction | Aug 10, 2022 | Contrastive LearningGraph Neural Network | CodeCode Available | 0 |
| Sequence Feature Extraction for Malware Family Analysis via Graph Neural Network | Aug 10, 2022 | Graph Neural Network | —Unverified | 0 |
| PhyGNNet: Solving spatiotemporal PDEs with Physics-informed Graph Neural Network | Aug 7, 2022 | DecoderGraph Neural Network | —Unverified | 0 |
