| Story Point Effort Estimation by Text Level Graph Neural Network | Mar 6, 2022 | ClassificationGraph Neural Network | —Unverified | 0 |
| Graph Neural Network Enhanced Language Models for Efficient Multilingual Text Classification | Mar 6, 2022 | Graph Neural NetworkMultilingual text classification | —Unverified | 0 |
| Spin-Dependent Graph Neural Network Potential for Magnetic Materials | Mar 6, 2022 | Graph Neural Network | CodeCode Available | 0 |
| GCNet: Graph Completion Network for Incomplete Multimodal Learning in Conversation | Mar 4, 2022 | Graph Neural Network | CodeCode Available | 1 |
| Graph Neural Networks for Multimodal Single-Cell Data Integration | Mar 3, 2022 | Data IntegrationGraph Neural Network | CodeCode Available | 2 |
| On an application of graph neural networks in population based SHM | Mar 3, 2022 | Graph Neural NetworkStructural Health Monitoring | —Unverified | 0 |
| Intention Aware Robot Crowd Navigation with Attention-Based Interaction Graph | Mar 3, 2022 | Graph Neural NetworkMotion Planning | CodeCode Available | 1 |
| Hyperparameter optimization of data-driven AI models on HPC systems | Mar 2, 2022 | Bayesian OptimizationGraph Neural Network | —Unverified | 0 |
| GeoBi-GNN: Geometry-aware Bi-domain Mesh Denoising via Graph Neural Networks | Mar 1, 2022 | DenoisingGraph Neural Network | CodeCode Available | 1 |
| Learning Intermediate Representations using Graph Neural Networks for NUMA and Prefetchers Optimization | Mar 1, 2022 | Graph Neural Network | —Unverified | 0 |
| Motion-aware Dynamic Graph Neural Network for Video Compressive Sensing | Mar 1, 2022 | Compressive SensingGraph Neural Network | —Unverified | 0 |
| Machine Learning for Particle Flow Reconstruction at CMS | Mar 1, 2022 | BIG-bench Machine LearningGraph Neural Network | —Unverified | 0 |
| RouteNet-Erlang: A Graph Neural Network for Network Performance Evaluation | Feb 28, 2022 | Graph Neural NetworkScheduling | —Unverified | 0 |
| Points-of-Interest Relationship Inference with Spatial-enriched Graph Neural Networks | Feb 28, 2022 | Graph Neural Network | —Unverified | 0 |
| Distribution Preserving Graph Representation Learning | Feb 27, 2022 | Graph ClassificationGraph Learning | —Unverified | 0 |
| Multi-View Graph Representation for Programming Language Processing: An Investigation into Algorithm Detection | Feb 25, 2022 | Graph Neural Network | CodeCode Available | 1 |
| GAME-ON: Graph Attention Network based Multimodal Fusion for Fake News Detection | Feb 25, 2022 | Fake News DetectionGraph Attention | CodeCode Available | 1 |
| Spatio-Temporal Latent Graph Structure Learning for Traffic Forecasting | Feb 25, 2022 | BenchmarkingGraph Neural Network | —Unverified | 0 |
| Learning Multi-Object Dynamics with Compositional Neural Radiance Fields | Feb 24, 2022 | DecoderGraph Neural Network | —Unverified | 0 |
| Cooperative Behavior Planning for Automated Driving using Graph Neural Networks | Feb 23, 2022 | Decision MakingGraph Neural Network | —Unverified | 0 |
| Structured Multi-task Learning for Molecular Property Prediction | Feb 22, 2022 | Drug DiscoveryGraph Neural Network | CodeCode Available | 1 |
| Targeting occupant feedback using digital twins: Adaptive spatial-temporal thermal preference sampling to optimize personal comfort models | Feb 22, 2022 | Graph Neural Network | —Unverified | 0 |
| Ligandformer: A Graph Neural Network for Predicting Compound Property with Robust Interpretation | Feb 21, 2022 | Graph Neural NetworkPrediction | —Unverified | 0 |
| RTGNN: A Novel Approach to Model Stochastic Traffic Dynamics | Feb 21, 2022 | Decision MakingGraph Neural Network | —Unverified | 0 |
| Graph Spring Network and Informative Anchor Selection for Session-based Recommendation | Feb 19, 2022 | Graph Neural NetworkSession-Based Recommendations | —Unverified | 0 |
