| 3D Multi-Object Tracking Using Graph Neural Networks with Cross-Edge Modality Attention | Mar 21, 2022 | 3D Multi-Object TrackingGraph Neural Network | —Unverified | 0 |
| Fine-Tuning Graph Neural Networks via Graph Topology induced Optimal Transport | Mar 20, 2022 | Graph ClassificationGraph Learning | CodeCode Available | 1 |
| Differentiable Reasoning over Long Stories -- Assessing Systematic Generalisation in Neural Models | Mar 20, 2022 | DiagnosticGraph Neural Network | —Unverified | 0 |
| Inspection-L: Self-Supervised GNN Node Embeddings for Money Laundering Detection in Bitcoin | Mar 20, 2022 | Graph Neural Network | —Unverified | 0 |
| Meta-Weight Graph Neural Network: Push the Limits Beyond Global Homophily | Mar 19, 2022 | Graph Neural Network | —Unverified | 0 |
| 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 |
| Learning the Dynamics of Physical Systems from Sparse Observations with Finite Element Networks | Mar 16, 2022 | Graph Neural NetworkInterpretability Techniques for Deep Learning | CodeCode Available | 1 |
| HeterMPC: A Heterogeneous Graph Neural Network for Response Generation in Multi-Party Conversations | Mar 16, 2022 | Graph Neural NetworkResponse Generation | CodeCode Available | 1 |
| Variational inference of fractional Brownian motion with linear computational complexity | Mar 15, 2022 | Bayesian InferenceGraph Neural Network | —Unverified | 0 |
| Supervised Contrastive Learning with Structure Inference for Graph Classification | Mar 15, 2022 | ClassificationContrastive Learning | —Unverified | 0 |
| OcclusionFusion: Occlusion-aware Motion Estimation for Real-time Dynamic 3D Reconstruction | Mar 15, 2022 | 3D ReconstructionGraph Neural Network | CodeCode Available | 2 |
| Deep Transfer Learning with Graph Neural Network for Sensor-Based Human Activity Recognition | Mar 14, 2022 | Activity RecognitionFew-Shot Learning | —Unverified | 0 |
| Towards Neural Sparse Linear Solvers | Mar 14, 2022 | GPUGraph Neural Network | —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 |
| Panoramic Human Activity Recognition | Mar 8, 2022 | Activity RecognitionGraph Neural Network | CodeCode Available | 1 |
| Learning Resilient Radio Resource Management Policies with Graph Neural Networks | Mar 7, 2022 | FairnessGraph Neural Network | CodeCode Available | 1 |
| 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 |
