| Graph Neural Network based scheduling : Improved throughput under a generalized interference model | Oct 31, 2021 | Graph Neural NetworkScheduling | —Unverified | 0 |
| Hierarchical Heterogeneous Graph Representation Learning for Short Text Classification | Oct 30, 2021 | ClassificationGraph Neural Network | CodeCode Available | 1 |
| Unsupervised Person Re-Identification with Wireless Positioning under Weak Scene Labeling | Oct 29, 2021 | Graph Neural NetworkPerson Re-Identification | CodeCode Available | 0 |
| MOOMIN: Deep Molecular Omics Network for Anti-Cancer Drug Combination Therapy | Oct 28, 2021 | Graph Neural Network | CodeCode Available | 1 |
| Subtractive Aggregation for Attributed Network Anomaly Detection | Oct 26, 2021 | Anomaly DetectionGraph Neural Network | CodeCode Available | 0 |
| Heterogeneous Temporal Graph Neural Network | Oct 26, 2021 | Graph Neural NetworkRelation | CodeCode Available | 1 |
| Does your graph need a confidence boost? Convergent boosted smoothing on graphs with tabular node features | Oct 26, 2021 | Graph Neural Network | CodeCode Available | 0 |
| Pairwise Half-graph Discrimination: A Simple Graph-level Self-supervised Strategy for Pre-training Graph Neural Networks | Oct 26, 2021 | Binary ClassificationGraph Classification | —Unverified | 0 |
| Nested Graph Neural Networks | Oct 25, 2021 | Graph ClassificationGraph Neural Network | CodeCode Available | 1 |
| Transportation Scenario Planning with Graph Neural Networks | Oct 25, 2021 | Graph Neural Network | —Unverified | 0 |
| Gophormer: Ego-Graph Transformer for Node Classification | Oct 25, 2021 | ClassificationData Augmentation | —Unverified | 0 |
| Neural Embeddings of Urban Big Data Reveal Emergent Structures in Cities | Oct 24, 2021 | Graph Neural Network | —Unverified | 0 |
| Distance-wise Prototypical Graph Neural Network in Node Imbalance Classification | Oct 22, 2021 | ClassificationGraph Neural Network | CodeCode Available | 1 |
| Multiwave COVID-19 Prediction from Social Awareness using Web Search and Mobility Data | Oct 22, 2021 | Graph Neural Network | CodeCode Available | 0 |
| ListReader: Extracting List-form Answers for Opinion Questions | Oct 22, 2021 | FormGraph Neural Network | —Unverified | 0 |
| FDGATII : Fast Dynamic Graph Attention with Initial Residual and Identity Mapping | Oct 21, 2021 | FairnessGraph Attention | CodeCode Available | 0 |
| High-resolution rainfall-runoff modeling using graph neural network | Oct 21, 2021 | Data IntegrationDeep Learning | —Unverified | 0 |
| DetectorNet: Transformer-enhanced Spatial Temporal Graph Neural Network for Traffic Prediction | Oct 19, 2021 | Graph Neural NetworkTraffic Prediction | —Unverified | 0 |
| CGNN: Traffic Classification with Graph Neural Network | Oct 19, 2021 | ClassificationGraph Neural Network | —Unverified | 0 |
| Graph convolutional network for predicting abnormal grain growth in Monte Carlo simulations of microstructural evolution | Oct 18, 2021 | Feature ImportanceGraph Neural Network | CodeCode Available | 0 |
| Edge Rewiring Goes Neural: Boosting Network Resilience without Rich Features | Oct 18, 2021 | Graph Neural Networkreinforcement-learning | CodeCode Available | 1 |
| Black-box Adversarial Attacks on Network-wide Multi-step Traffic State Prediction Models | Oct 17, 2021 | Adversarial AttackGraph Neural Network | CodeCode Available | 0 |
| Proxy Graph Matching with Proximal Matching Networks | Oct 16, 2021 | Graph MatchingGraph Neural Network | —Unverified | 0 |
| Multi-Label Text Classification by Graph Neural Network with Mixing Operations | Oct 16, 2021 | Graph Neural NetworkMulti Label Text Classification | —Unverified | 0 |
| InducT-GCN: Inductive Graph Convolutional Networks for Text Classification | Oct 16, 2021 | ClassificationGraph Neural Network | —Unverified | 0 |
