| 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 |
| Distribution Preserving Graph Representation Learning | Feb 27, 2022 | Graph ClassificationGraph Learning | —Unverified | 0 |
| 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 |
| 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 |
| A Novel Anomaly Detection Method for Multimodal WSN Data Flow via a Dynamic Graph Neural Network | Feb 19, 2022 | Anomaly DetectionGraph Neural Network | —Unverified | 0 |
| Dynamic Relation Discovery and Utilization in Multi-Entity Time Series Forecasting | Feb 18, 2022 | Graph LearningGraph Neural Network | —Unverified | 0 |
| Graph Neural Network and Koopman Models for Learning Networked Dynamics: A Comparative Study on Power Grid Transients Prediction | Feb 16, 2022 | Graph Neural Network | —Unverified | 0 |
| When Does A Spectral Graph Neural Network Fail in Node Classification? | Feb 16, 2022 | Graph LearningGraph Neural Network | —Unverified | 0 |
| SecGNN: Privacy-Preserving Graph Neural Network Training and Inference as a Cloud Service | Feb 16, 2022 | Cloud ComputingGraph Neural Network | —Unverified | 0 |
| Graph Neural Network-Based Scheduling for Multi-UAV-Enabled Communications in D2D Networks | Feb 15, 2022 | Graph Neural NetworkScheduling | —Unverified | 0 |
| Aspect Based Sentiment Analysis Using Spectral Temporal Graph Neural Network | Feb 14, 2022 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | —Unverified | 0 |
| Learning Asymmetric Embedding for Attributed Networks via Convolutional Neural Network | Feb 13, 2022 | Graph Neural NetworkLink Prediction | —Unverified | 0 |
| Geometric Graph Representation Learning via Maximizing Rate Reduction | Feb 13, 2022 | Community DetectionContrastive Learning | —Unverified | 0 |
| Neural NID Rules | Feb 12, 2022 | Common Sense ReasoningGraph Neural Network | —Unverified | 0 |
| Improving Fraud Detection via Hierarchical Attention-based Graph Neural Network | Feb 12, 2022 | Fraud DetectionGraph Neural Network | —Unverified | 0 |
| From Unsupervised to Few-shot Graph Anomaly Detection: A Multi-scale Contrastive Learning Approach | Feb 11, 2022 | Anomaly DetectionContrastive Learning | —Unverified | 0 |
| Survey on Graph Neural Network Acceleration: An Algorithmic Perspective | Feb 10, 2022 | Graph Neural NetworkSurvey | —Unverified | 0 |
| Multimodal Audio-Visual Information Fusion using Canonical-Correlated Graph Neural Network for Energy-Efficient Speech Enhancement | Feb 9, 2022 | Graph Neural NetworkRepresentation Learning | —Unverified | 0 |
| Graph Neural Network with Curriculum Learning for Imbalanced Node Classification | Feb 5, 2022 | ClassificationGraph Classification | —Unverified | 0 |
| A Graph Neural Network Framework for Grid-Based Simulation | Feb 5, 2022 | DecoderGraph Neural Network | —Unverified | 0 |
| Rediscovering orbital mechanics with machine learning | Feb 4, 2022 | BIG-bench Machine LearningGraph Neural Network | —Unverified | 0 |