| Rewiring Networks for Graph Neural Network Training Using Discrete Geometry | Jul 16, 2022 | Graph Neural Network | —Unverified | 0 |
| GrabQC: Graph based Query Contextualization for automated ICD coding | Jul 14, 2022 | Graph Neural NetworkInformation Retrieval | —Unverified | 0 |
| Neural Topological Ordering for Computation Graphs | Jul 13, 2022 | 2kBIG-bench Machine Learning | —Unverified | 0 |
| Graph Neural Network Bandits | Jul 13, 2022 | Drug DiscoveryGraph Neural Network | —Unverified | 0 |
| QT-Routenet: Improved GNN generalization to larger 5G networks by fine-tuning predictions from queueing theory | Jul 13, 2022 | Graph Neural Network | CodeCode Available | 0 |
| A Bipartite Graph Neural Network Approach for Scalable Beamforming Optimization | Jul 12, 2022 | Graph Neural Network | —Unverified | 0 |
| Interference-Limited Ultra-Reliable and Low-Latency Communications: Graph Neural Networks or Stochastic Geometry? | Jul 11, 2022 | DiversityGraph Neural Network | —Unverified | 0 |
| Few-Shot Semantic Relation Prediction across Heterogeneous Graphs | Jul 11, 2022 | Graph Neural NetworkMeta-Learning | —Unverified | 0 |
| On Graph Neural Network Fairness in the Presence of Heterophilous Neighborhoods | Jul 10, 2022 | AttributeFairness | —Unverified | 0 |
| Representation Learning in Continuous-Time Dynamic Signed Networks | Jul 7, 2022 | Graph Neural NetworkLink Sign Prediction | —Unverified | 0 |
| Context-aware Self-supervised Learning for Medical Images Using Graph Neural Network | Jul 6, 2022 | AnatomyGraph Neural Network | —Unverified | 0 |
| NodeTrans: A Graph Transfer Learning Approach for Traffic Prediction | Jul 4, 2022 | Graph Neural NetworkPrediction | —Unverified | 0 |
| The Neural-Prediction based Acceleration Algorithm of Column Generation for Graph-Based Set Covering Problems | Jul 4, 2022 | Combinatorial OptimizationGraph Neural Network | —Unverified | 0 |
| A Graph Isomorphism Network with Weighted Multiple Aggregators for Speech Emotion Recognition | Jul 3, 2022 | Emotion RecognitionGraph Neural Network | —Unverified | 0 |
| Scalable Polar Code Construction for Successive Cancellation List Decoding: A Graph Neural Network-Based Approach | Jul 3, 2022 | Graph Neural Network | —Unverified | 0 |
| Tree-constrained Pointer Generator with Graph Neural Network Encodings for Contextual Speech Recognition | Jul 2, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Detecting Suicidality with a Contextual Graph Neural Network | Jul 1, 2022 | Graph Neural Network | —Unverified | 0 |
| Explicit Graph Reasoning Fusing Knowledge and Contextual Information for Multi-hop Question Answering | Jul 1, 2022 | Graph Neural NetworkMulti-hop Question Answering | CodeCode Available | 0 |
| Static and Dynamic Speaker Modeling based on Graph Neural Network for Emotion Recognition in Conversation | Jul 1, 2022 | Emotion RecognitionEmotion Recognition in Conversation | —Unverified | 0 |
| Modeling Teams Performance Using Deep Representational Learning on Graphs | Jun 29, 2022 | Graph Neural Network | —Unverified | 0 |
| RAW-GNN: RAndom Walk Aggregation based Graph Neural Network | Jun 28, 2022 | Graph Neural NetworkRepresentation Learning | —Unverified | 0 |
| 3D Multi-Object Tracking with Differentiable Pose Estimation | Jun 28, 2022 | 3D Multi-Object TrackingGraph Neural Network | —Unverified | 0 |
| DeStripe: A Self2Self Spatio-Spectral Graph Neural Network with Unfolded Hessian for Stripe Artifact Removal in Light-sheet Microscopy | Jun 27, 2022 | DenoisingGraph Neural Network | —Unverified | 0 |
| Reduced Optimal Power Flow Using Graph Neural Network | Jun 27, 2022 | Graph Neural Network | —Unverified | 0 |
| Edge Direction-invariant Graph Neural Networks for Molecular Dipole Moments Prediction | Jun 26, 2022 | Graph Neural Network | —Unverified | 0 |
