| Graph Neural Networks for Learning Real-Time Prices in Electricity Market | Jun 19, 2021 | Graph Neural Network | CodeCode Available | 1 |
| Fast Quantum Property Prediction via Deeper 2D and 3D Graph Networks | Jun 16, 2021 | Graph Neural NetworkMolecular Property Prediction | CodeCode Available | 1 |
| Neural Bellman-Ford Networks: A General Graph Neural Network Framework for Link Prediction | Jun 13, 2021 | Graph Neural NetworkInductive Relation Prediction | CodeCode Available | 1 |
| Graph Neural Network-Based Anomaly Detection in Multivariate Time Series | Jun 13, 2021 | Anomaly DetectionGraph Neural Network | CodeCode Available | 1 |
| Plan2Scene: Converting Floorplans to 3D Scenes | Jun 9, 2021 | Graph Neural NetworkPlan2Scene | CodeCode Available | 1 |
| Cross-Node Federated Graph Neural Network for Spatio-Temporal Data Modeling | Jun 9, 2021 | Federated LearningGraph Neural Network | CodeCode Available | 1 |
| Self-Supervised Graph Learning with Hyperbolic Embedding for Temporal Health Event Prediction | Jun 9, 2021 | Graph LearningGraph Neural Network | CodeCode Available | 1 |
| NRGNN: Learning a Label Noise-Resistant Graph Neural Network on Sparsely and Noisily Labeled Graphs | Jun 8, 2021 | Graph Neural NetworkNode Classification | CodeCode Available | 1 |
| Graph-MLP: Node Classification without Message Passing in Graph | Jun 8, 2021 | ClassificationGraph Neural Network | CodeCode Available | 1 |
| Affinity Attention Graph Neural Network for Weakly Supervised Semantic Segmentation | Jun 8, 2021 | Box-supervised Instance SegmentationGraph Neural Network | CodeCode Available | 1 |
| Leveraging Tripartite Interaction Information from Live Stream E-Commerce for Improving Product Recommendation | Jun 7, 2021 | Graph Neural NetworkMulti-Task Learning | CodeCode Available | 1 |
| Graph Neural Networks in Network Neuroscience | Jun 7, 2021 | Graph Neural Network | CodeCode Available | 1 |
| Three Sentences Are All You Need: Local Path Enhanced Document Relation Extraction | Jun 3, 2021 | AllDocument-level Relation Extraction | CodeCode Available | 1 |
| Convergent Graph Solvers | Jun 3, 2021 | Graph ClassificationGraph Neural Network | CodeCode Available | 1 |
| KGPool: Dynamic Knowledge Graph Context Selection for Relation Extraction | Jun 1, 2021 | Graph Neural NetworkRelation | CodeCode Available | 1 |
| SN-Graph: a Minimalist 3D Object Representation for Classification | May 31, 2021 | ClassificationGraph Neural Network | CodeCode Available | 1 |
| Hashing-Accelerated Graph Neural Networks for Link Prediction | May 29, 2021 | Graph Neural NetworkLink Prediction | CodeCode Available | 1 |
| GraphFM: Graph Factorization Machines for Feature Interaction Modeling | May 25, 2021 | Graph Neural Network | CodeCode Available | 1 |
| Dorylus: Affordable, Scalable, and Accurate GNN Training with Distributed CPU Servers and Serverless Threads | May 24, 2021 | CPUGPU | CodeCode Available | 1 |
| Cross-lingual Text Classification with Heterogeneous Graph Neural Network | May 24, 2021 | ClassificationGraph Neural Network | CodeCode Available | 1 |
| Heterogeneous Graph Representation Learning with Relation Awareness | May 24, 2021 | Graph LearningGraph Neural Network | CodeCode Available | 1 |
| Distance-Enhanced Graph Neural Network for Link Prediction | May 20, 2021 | Graph Neural NetworkLink Prediction | CodeCode Available | 1 |
| Superpixel-based Knowledge Infusion in Deep Neural Networks for Image Classification | May 20, 2021 | Face RecognitionGraph Neural Network | CodeCode Available | 1 |
| Self-supervised Heterogeneous Graph Neural Network with Co-contrastive Learning | May 19, 2021 | Contrastive LearningGraph Neural Network | CodeCode Available | 1 |
| Graph Neural Networks for Decentralized Multi-Robot Submodular Action Selection | May 18, 2021 | Decision MakingGraph Neural Network | CodeCode Available | 1 |
