| Structural Encoding and Pre-training Matter: Adapting BERT for Table-Based Fact Verification | Apr 1, 2021 | Fact VerificationGraph Neural Network | —Unverified | 0 |
| Qubit Routing using Graph Neural Network aided Monte Carlo Tree Search | Apr 1, 2021 | Graph Neural Network | CodeCode Available | 0 |
| Bipartite Graph Network with Adaptive Message Passing for Unbiased Scene Graph Generation | Apr 1, 2021 | Graph GenerationGraph Neural Network | CodeCode Available | 1 |
| SST-GNN: Simplified Spatio-temporal Traffic forecasting model using Graph Neural Network | Mar 31, 2021 | Graph Neural NetworkTraffic Prediction | CodeCode Available | 1 |
| HAConvGNN: Hierarchical Attention Based Convolutional Graph Neural Network for Code Documentation Generation in Jupyter Notebooks | Mar 31, 2021 | Code Documentation GenerationCode Summarization | CodeCode Available | 0 |
| E-GraphSAGE: A Graph Neural Network based Intrusion Detection System for IoT | Mar 30, 2021 | Anomaly DetectionGraph Neural Network | CodeCode Available | 1 |
| Graph Classification by Mixture of Diverse Experts | Mar 29, 2021 | ClassificationGeneral Classification | —Unverified | 0 |
| Unified Graph Structured Models for Video Understanding | Mar 29, 2021 | Action DetectionGraph Classification | —Unverified | 0 |
| Context-aware short-term interest first model for session-based recommendation | Mar 29, 2021 | Graph Neural NetworkSession-Based Recommendations | —Unverified | 0 |
| Context Modeling in 3D Human Pose Estimation: A Unified Perspective | Mar 29, 2021 | 3D Human Pose EstimationGraph Neural Network | CodeCode Available | 1 |
| Joint User Association and Power Allocation in Heterogeneous Ultra Dense Network via Semi-Supervised Representation Learning | Mar 29, 2021 | Computational EfficiencyGraph Neural Network | —Unverified | 0 |
| InsertGNN: Can Graph Neural Networks Outperform Humans in TOEFL Sentence Insertion Problem? | Mar 28, 2021 | Graph Neural NetworkQuestion Answering | —Unverified | 0 |
| Self-supervised Graph Neural Networks without explicit negative sampling | Mar 27, 2021 | Contrastive LearningData Augmentation | CodeCode Available | 1 |
| SceneGraphFusion: Incremental 3D Scene Graph Prediction from RGB-D Sequences | Mar 27, 2021 | 3D Object Classification3d scene graph generation | CodeCode Available | 1 |
| Preserve, Promote, or Attack? GNN Explanation via Topology Perturbation | Mar 25, 2021 | Graph Neural Networkimage-classification | —Unverified | 0 |
| deGraphCS: Embedding Variable-based Flow Graph for Neural Code Search | Mar 24, 2021 | Code SearchGraph Neural Network | CodeCode Available | 1 |
| ModGNN: Expert Policy Approximation in Multi-Agent Systems with a Modular Graph Neural Network Architecture | Mar 24, 2021 | Graph Neural Network | CodeCode Available | 1 |
| Complex Factoid Question Answering with a Free-Text Knowledge Graph | Mar 23, 2021 | Graph Neural NetworkGraph Question Answering | —Unverified | 0 |
| GraphDIVE: Graph Classification by Mixture of Diverse Experts | Mar 21, 2021 | ClassificationGraph Classification | CodeCode Available | 0 |
| MARS: Markov Molecular Sampling for Multi-objective Drug Discovery | Mar 18, 2021 | Drug DiscoveryGraph Neural Network | CodeCode Available | 0 |
| Dual Side Deep Context-aware Modulation for Social Recommendation | Mar 16, 2021 | Graph Neural NetworkRelation | CodeCode Available | 1 |
| Mention-centered Graph Neural Network for Document-level Relation Extraction | Mar 15, 2021 | Document-level Relation ExtractionGraph Neural Network | —Unverified | 0 |
| R-GSN: The Relation-based Graph Similar Network for Heterogeneous Graph | Mar 14, 2021 | Graph Neural NetworkRelation | CodeCode Available | 0 |
| Spectral Temporal Graph Neural Network for Multivariate Time-series Forecasting | Mar 13, 2021 | Graph Neural NetworkMultivariate Time Series Forecasting | CodeCode Available | 1 |
| Heterogeneous Information Network-based Interest Composition with Graph Neural Network for Recommendation | Mar 11, 2021 | Graph Neural NetworkRecommendation Systems | —Unverified | 0 |
