| Jointly Attacking Graph Neural Network and its Explanations | Aug 7, 2021 | Graph Neural Network | —Unverified | 0 |
| Understanding Human Innate Immune System Dependencies using Graph Neural Networks | Aug 5, 2021 | Graph Neural Network | —Unverified | 0 |
| Hierarchical Representations and Explicit Memory: Learning Effective Navigation Policies on 3D Scene Graphs using Graph Neural Networks | Aug 2, 2021 | 2D Semantic SegmentationGraph Neural Network | CodeCode Available | 1 |
| Angle Based Feature Learning in GNN for 3D Object Detection using Point Cloud | Aug 2, 2021 | 3D Object DetectionGraph Neural Network | —Unverified | 0 |
| Time-based Dynamic Controllability of Disjunctive Temporal Networks with Uncertainty: A Tree Search Approach with Graph Neural Network Guidance | Aug 2, 2021 | Graph Neural NetworkScheduling | —Unverified | 0 |
| Optimal Solving of Constrained Path-Planning Problems with Graph Convolutional Networks and Optimized Tree Search | Aug 2, 2021 | Graph Neural Network | —Unverified | 0 |
| A Structure Self-Aware Model for Discourse Parsing on Multi-Party Dialogues | Aug 1, 2021 | Dialogue UnderstandingDiscourse Parsing | CodeCode Available | 1 |
| Discovering Dialog Structure Graph for Coherent Dialog Generation | Aug 1, 2021 | Graph Neural NetworkManagement | —Unverified | 0 |
| Label-Specific Dual Graph Neural Network for Multi-Label Text Classification | Aug 1, 2021 | Dynamic ReconstructionGraph Neural Network | —Unverified | 0 |
| Reasoning over Entity-Action-Location Graph for Procedural Text Understanding | Aug 1, 2021 | graph constructionGraph Neural Network | —Unverified | 0 |
| Modeling Transitions of Focal Entities for Conversational Knowledge Base Question Answering | Aug 1, 2021 | Graph Neural NetworkKnowledge Base Question Answering | CodeCode Available | 1 |
| Filling the G_ap_s: Multivariate Time Series Imputation by Graph Neural Networks | Jul 31, 2021 | Graph Neural NetworkImputation | CodeCode Available | 1 |
| Artist Similarity with Graph Neural Networks | Jul 30, 2021 | Graph Neural NetworkTriplet | CodeCode Available | 0 |
| Unveiling the potential of Graph Neural Networks for robust Intrusion Detection | Jul 30, 2021 | Graph Neural NetworkIntrusion Detection | CodeCode Available | 1 |
| Spatio-temporal graph neural networks for multi-site PV power forecasting | Jul 29, 2021 | Graph Neural NetworkTime Series | —Unverified | 0 |
| Packet Routing with Graph Attention Multi-agent Reinforcement Learning | Jul 28, 2021 | Graph AttentionGraph Neural Network | —Unverified | 0 |
| Explicit Pairwise Factorized Graph Neural Network for Semi-Supervised Node Classification | Jul 27, 2021 | Graph Neural NetworkNode Classification | —Unverified | 0 |
| Multi-Echo LiDAR for 3D Object Detection | Jul 23, 2021 | 3D Object DetectionGraph Neural Network | —Unverified | 0 |
| Structure-aware Interactive Graph Neural Networks for the Prediction of Protein-Ligand Binding Affinity | Jul 21, 2021 | Drug DiscoveryGraph Attention | CodeCode Available | 1 |
| Learning Theorem Proving Components | Jul 21, 2021 | Automated Theorem ProvingGraph Neural Network | CodeCode Available | 1 |
| WikiGraphs: A Wikipedia Text - Knowledge Graph Paired Dataset | Jul 20, 2021 | ArticlesConditional Text Generation | CodeCode Available | 0 |
| Significant Wave Height Prediction based on Wavelet Graph Neural Network | Jul 20, 2021 | BIG-bench Machine LearningDeep Learning | CodeCode Available | 1 |
| GNN4IP: Graph Neural Network for Hardware Intellectual Property Piracy Detection | Jul 19, 2021 | Graph Neural Network | —Unverified | 0 |
| Wide and Deep Graph Neural Network with Distributed Online Learning | Jul 19, 2021 | Graph Neural NetworkMovie Recommendation | —Unverified | 0 |
| Train on Small, Play the Large: Scaling Up Board Games with AlphaZero and GNN | Jul 18, 2021 | Board GamesGraph Neural Network | —Unverified | 0 |
