| Bike Sharing Demand Prediction based on Knowledge Sharing across Modes: A Graph-based Deep Learning Approach | Mar 18, 2022 | Graph Neural Network | —Unverified | 0 |
| Series Photo Selection via Multi-view Graph Learning | Mar 18, 2022 | Aesthetics Quality AssessmentGraph Learning | —Unverified | 0 |
| Supervised Contrastive Learning with Structure Inference for Graph Classification | Mar 15, 2022 | ClassificationContrastive Learning | —Unverified | 0 |
| Variational inference of fractional Brownian motion with linear computational complexity | Mar 15, 2022 | Bayesian InferenceGraph Neural Network | —Unverified | 0 |
| Towards Neural Sparse Linear Solvers | Mar 14, 2022 | GPUGraph Neural Network | —Unverified | 0 |
| Deep Transfer Learning with Graph Neural Network for Sensor-Based Human Activity Recognition | Mar 14, 2022 | Activity RecognitionFew-Shot Learning | —Unverified | 0 |
| Pruned Graph Neural Network for Short Story Ordering | Mar 13, 2022 | Graph Neural NetworkSentence | —Unverified | 0 |
| Graph Neural Networks for Relational Inductive Bias in Vision-based Deep Reinforcement Learning of Robot Control | Mar 11, 2022 | Deep Reinforcement LearningGraph Neural Network | —Unverified | 0 |
| Spatial Commonsense Graph for Object Localisation in Partial Scenes | Mar 10, 2022 | Graph Neural NetworkObject | CodeCode Available | 0 |
| Adaptive Trajectory Prediction via Transferable GNN | Mar 9, 2022 | Autonomous DrivingGraph Neural Network | —Unverified | 0 |
| SkinningNet: Two-Stream Graph Convolutional Neural Network for Skinning Prediction of Synthetic Characters | Mar 9, 2022 | Graph Neural Network | —Unverified | 0 |
| Reinforced MOOCs Concept Recommendation in Heterogeneous Information Networks | Mar 8, 2022 | Graph AttentionGraph Neural Network | —Unverified | 0 |
| Sparsification and Filtering for Spatial-temporal GNN in Multivariate Time-series | Mar 8, 2022 | Graph Neural NetworkTime Series | —Unverified | 0 |
| End-to-end video instance segmentation via spatial-temporal graph neural networks | Mar 7, 2022 | Graph Neural NetworkInstance Segmentation | CodeCode Available | 0 |
| Unpaired Image Captioning by Image-level Weakly-Supervised Visual Concept Recognition | Mar 7, 2022 | Graph Neural NetworkImage Captioning | —Unverified | 0 |
| Spin-Dependent Graph Neural Network Potential for Magnetic Materials | Mar 6, 2022 | Graph Neural Network | CodeCode Available | 0 |
| Graph Neural Network Enhanced Language Models for Efficient Multilingual Text Classification | Mar 6, 2022 | Graph Neural NetworkMultilingual text classification | —Unverified | 0 |
| Story Point Effort Estimation by Text Level Graph Neural Network | Mar 6, 2022 | ClassificationGraph Neural Network | —Unverified | 0 |
| On an application of graph neural networks in population based SHM | Mar 3, 2022 | Graph Neural NetworkStructural Health Monitoring | —Unverified | 0 |
| Hyperparameter optimization of data-driven AI models on HPC systems | Mar 2, 2022 | Bayesian OptimizationGraph Neural Network | —Unverified | 0 |
| 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 |
