| Reducing Down(stream)time: Pretraining Molecular GNNs using Heterogeneous AI Accelerators | Nov 8, 2022 | GPUGraph Neural Network | CodeCode Available | 0 |
| GENIUS: A Novel Solution for Subteam Replacement with Clustering-based Graph Neural Network | Nov 8, 2022 | ClusteringGraph Neural Network | —Unverified | 0 |
| NSNet: A General Neural Probabilistic Framework for Satisfiability Problems | Nov 7, 2022 | Graph Neural Network | CodeCode Available | 1 |
| Retention Time Prediction for Chromatographic Enantioseparation by Quantile Geometry-enhanced Graph Neural Network | Nov 7, 2022 | Graph Neural NetworkPrediction | —Unverified | 0 |
| Application of Graph Neural Networks and graph descriptors for graph classification | Nov 7, 2022 | ClassificationDrug Discovery | —Unverified | 0 |
| Node-wise Domain Adaptation Based on Transferable Attention for Recognizing Road Rage via EEG | Nov 6, 2022 | Domain AdaptationEEG | CodeCode Available | 0 |
| Characterizing the Efficiency of Graph Neural Network Frameworks with a Magnifying Glass | Nov 6, 2022 | Graph Neural NetworkGraph Sampling | CodeCode Available | 0 |
| Efficient Traffic State Forecasting using Spatio-Temporal Network Dependencies: A Sparse Graph Neural Network Approach | Nov 6, 2022 | Decision MakingGraph Attention | —Unverified | 0 |
| 1-D Convolutional Graph Convolutional Networks for Fault Detection in Distributed Energy Systems | Nov 5, 2022 | Event DetectionFault Detection | —Unverified | 0 |
| Inductive Graph Transformer for Delivery Time Estimation | Nov 5, 2022 | Graph Neural Network | CodeCode Available | 0 |
| Materials Property Prediction with Uncertainty Quantification: A Benchmark Study | Nov 4, 2022 | Active LearningBand Gap | CodeCode Available | 1 |
| Geometry-Complete Perceptron Networks for 3D Molecular Graphs | Nov 4, 2022 | Graph Neural NetworkGraph Representation Learning | CodeCode Available | 1 |
| PCQA-GRAPHPOINT: Efficients Deep-Based Graph Metric For Point Cloud Quality Assessment | Nov 4, 2022 | Graph Neural NetworkPoint Cloud Quality Assessment | —Unverified | 0 |
| Scalable Multi-Agent Reinforcement Learning through Intelligent Information Aggregation | Nov 3, 2022 | Collision AvoidanceGraph Neural Network | CodeCode Available | 1 |
| Grounding Scene Graphs on Natural Images via Visio-Lingual Message Passing | Nov 3, 2022 | Graph Neural NetworkObject | —Unverified | 0 |
| Towards Better Out-of-Distribution Generalization of Neural Algorithmic Reasoning Tasks | Nov 1, 2022 | Data AugmentationGraph Neural Network | CodeCode Available | 1 |
| Efficient Graph Neural Network Inference at Large Scale | Nov 1, 2022 | Graph Neural Network | —Unverified | 0 |
| Distributed Graph Neural Network Training: A Survey | Nov 1, 2022 | CPUDistributed Computing | —Unverified | 0 |
| Leveraging commonsense for object localisation in partial scenes | Nov 1, 2022 | Graph Neural NetworkObject | —Unverified | 0 |
| The Open MatSci ML Toolkit: A Flexible Framework for Machine Learning in Materials Science | Oct 31, 2022 | CPUGPU | —Unverified | 0 |
| Learning Modular Robot Locomotion from Demonstrations | Oct 31, 2022 | Graph Neural NetworkImitation Learning | —Unverified | 0 |
| Towards Relation-centered Pooling and Convolution for Heterogeneous Graph Learning Networks | Oct 31, 2022 | Graph LearningGraph Neural Network | CodeCode Available | 2 |
| GotFlow3D: Recurrent Graph Optimal Transport for Learning 3D Flow Motion in Particle Tracking | Oct 31, 2022 | Graph Neural NetworkMotion Estimation | —Unverified | 0 |
| GNN at the Edge: Cost-Efficient Graph Neural Network Processing over Distributed Edge Servers | Oct 31, 2022 | Graph Neural NetworkMiscellaneous | —Unverified | 0 |
| Learning to Compare Nodes in Branch and Bound with Graph Neural Networks | Oct 30, 2022 | Graph Neural Network | CodeCode Available | 1 |
