| Attention-based Reinforcement Learning for Real-Time UAV Semantic Communication | May 22, 2021 | Deep Reinforcement LearningGraph Attention | —Unverified | 0 |
| GNNIE: GNN Inference Engine with Load-balancing and Graph-Specific Caching | May 21, 2021 | CPUGPU | —Unverified | 0 |
| Multi-Agent Deep Reinforcement Learning using Attentive Graph Neural Architectures for Real-Time Strategy Games | May 21, 2021 | Deep Reinforcement LearningGraph Attention | —Unverified | 0 |
| Multi-Aspect Temporal Network Embedding: A Mixture of Hawkes Process View | May 18, 2021 | Graph AttentionNetwork Embedding | —Unverified | 0 |
| GIPA: General Information Propagation Algorithm for Graph Learning | May 13, 2021 | Graph AttentionGraph Learning | CodeCode Available | 1 |
| Consistent Multiple Graph Embedding for Multi-View Clustering | May 11, 2021 | ClusteringGraph Attention | —Unverified | 0 |
| Graph Attention Networks with Positional Embeddings | May 9, 2021 | Graph AttentionNode Classification | —Unverified | 0 |
| Graph-based Multilingual Product Retrieval in E-commerce Search | May 6, 2021 | Graph AttentionGraph Neural Network | —Unverified | 0 |
| Solve routing problems with a residual edge-graph attention neural network | May 6, 2021 | Combinatorial OptimizationDeep Reinforcement Learning | CodeCode Available | 1 |
| Reducing Bus Bunching with Asynchronous Multi-Agent Reinforcement Learning | May 2, 2021 | Graph AttentionInductive Learning | —Unverified | 0 |
| Hierarchical Neighbor Propagation With Bidirectional Graph Attention Network for Relation Prediction | Apr 25, 2021 | Graph AttentionRelation | —Unverified | 0 |
| Accurate Prediction of Free Solvation Energy of Organic Molecules via Graph Attention Network and Message Passing Neural Network from Pairwise Atomistic Interactions | Apr 15, 2021 | Graph AttentionGraph Neural Network | —Unverified | 0 |
| Dynamic Graph Neural Networks for Sequential Recommendation | Apr 15, 2021 | Graph AttentionGraph Neural Network | CodeCode Available | 1 |
| Knowledge-Aware Graph-Enhanced GPT-2 for Dialogue State Tracking | Apr 9, 2021 | Dialogue State TrackingGraph Attention | CodeCode Available | 1 |
| Graph Attention Networks for Anti-Spoofing | Apr 8, 2021 | Graph AttentionSpeaker Verification | —Unverified | 0 |
| Conversational Question Answering over Knowledge Graphs with Transformer and Graph Attention Networks | Apr 4, 2021 | Conversational Question AnsweringGraph Attention | CodeCode Available | 1 |
| Graph Attention Networks for Channel Estimation in RIS-assisted Satellite IoT Communications | Apr 1, 2021 | Graph Attention | —Unverified | 0 |
| Multi-modal Trajectory Prediction for Autonomous Driving with Semantic Map and Dynamic Graph Attention Network | Mar 30, 2021 | Autonomous DrivingGraph Attention | —Unverified | 0 |
| DeepWORD: A GCN-based Approach for Owner-Member Relationship Detection in Autonomous Driving | Mar 30, 2021 | Autonomous DrivingGraph Attention | —Unverified | 0 |
| Contextual Scene Augmentation and Synthesis via GSACNet | Mar 29, 2021 | Data AugmentationGraph Attention | —Unverified | 0 |
| Deep Ensemble Collaborative Learning by using Knowledge-transfer Graph for Fine-grained Object Classification | Mar 27, 2021 | DiversityEnsemble Learning | —Unverified | 0 |
| Learning from Pixel-Level Label Noise: A New Perspective for Semi-Supervised Semantic Segmentation | Mar 26, 2021 | Graph AttentionSemantic Segmentation | —Unverified | 0 |
| Quantum Mechanics and Machine Learning Synergies: Graph Attention Neural Networks to Predict Chemical Reactivity | Mar 24, 2021 | BIG-bench Machine LearningChemical Reaction Prediction | —Unverified | 0 |
| Structured Co-reference Graph Attention for Video-grounded Dialogue | Mar 24, 2021 | Graph Attention | —Unverified | 0 |
| Graph Attention Recurrent Neural Networks for Correlated Time Series Forecasting -- Full version | Mar 19, 2021 | Correlated Time Series ForecastingGraph Attention | —Unverified | 0 |
