| Link Prediction via Graph Attention Network | Oct 10, 2019 | Graph AttentionInformation Retrieval | —Unverified | 0 |
| Learning High-order Structural and Attribute information by Knowledge Graph Attention Networks for Enhancing Knowledge Graph Embedding | Oct 9, 2019 | AttributeGraph Attention | —Unverified | 0 |
| Pyramid Graph Networks With Connection Attentions for Region-Based One-Shot Semantic Segmentation | Oct 1, 2019 | Few-Shot Semantic SegmentationGraph Attention | —Unverified | 0 |
| Mixture-Kernel Graph Attention Network for Situation Recognition | Oct 1, 2019 | Graph AttentionGraph Neural Network | —Unverified | 0 |
| STGAT: Modeling Spatial-Temporal Interactions for Human Trajectory Prediction | Oct 1, 2019 | Autonomous VehiclesGraph Attention | CodeCode Available | 0 |
| Contextual Graph Attention for Answering Logical Queries over Incomplete Knowledge Graphs | Sep 30, 2019 | Graph AttentionKnowledge Graphs | CodeCode Available | 1 |
| Multi-Agent Actor-Critic with Hierarchical Graph Attention Network | Sep 27, 2019 | Graph AttentionMulti-agent Reinforcement Learning | —Unverified | 0 |
| Diagonal Graph Convolutional Networks with Adaptive Neighborhood Aggregation | Sep 25, 2019 | Graph AttentionGraph Classification | —Unverified | 0 |
| Topology-Aware Pooling via Graph Attention | Sep 25, 2019 | Graph AttentionGraph Classification | —Unverified | 0 |
| CGT: Clustered Graph Transformer for Urban Spatio-temporal Prediction | Sep 25, 2019 | DecoderGraph Attention | —Unverified | 0 |
| GraphMix: Improved Training of GNNs for Semi-Supervised Learning | Sep 25, 2019 | Generalization BoundsGraph Attention | CodeCode Available | 0 |
| Knowledge-Enriched Transformer for Emotion Detection in Textual Conversations | Sep 24, 2019 | Emotion Recognition in ConversationGraph Attention | CodeCode Available | 0 |
| Dynamic Graph Attention for Referring Expression Comprehension | Sep 18, 2019 | Graph AttentionReferring Expression | —Unverified | 0 |
| Graph-Based Reasoning over Heterogeneous External Knowledge for Commonsense Question Answering | Sep 9, 2019 | Common Sense ReasoningGraph Attention | CodeCode Available | 0 |
| Reasoning Over Semantic-Level Graph for Fact Checking | Sep 9, 2019 | Claim VerificationFact Checking | —Unverified | 0 |
| Syntax-Aware Aspect Level Sentiment Classification with Graph Attention Networks | Sep 5, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
| Context-Aware Graph Attention Networks | Sep 4, 2019 | Graph Attention | —Unverified | 0 |
| HiCoRe: Visual Hierarchical Context-Reasoning | Sep 2, 2019 | Graph Attention | —Unverified | 0 |
| You Shall Know a User by the Company It Keeps: Dynamic Representations for Social Media Users in NLP | Sep 1, 2019 | Graph Attention | —Unverified | 0 |
| TGG: Transferable Graph Generation for Zero-shot and Few-shot Learning | Aug 30, 2019 | Few-Shot LearningGraph Attention | CodeCode Available | 0 |
| hpGAT: High-order Proximity Informed Graph Attention Network | Aug 28, 2019 | Graph AttentionNode Classification | —Unverified | 0 |
| HATS: A Hierarchical Graph Attention Network for Stock Movement Prediction | Aug 7, 2019 | Graph AttentionGraph Classification | CodeCode Available | 0 |
| Urban Traffic Prediction from Spatio-Temporal Data Using Deep Meta Learning | Jul 25, 2019 | DecoderDiversity | CodeCode Available | 0 |
| Empowering A* Search Algorithms with Neural Networks for Personalized Route Recommendation | Jul 19, 2019 | Graph Attention | —Unverified | 0 |
| GraphSAINT: Graph Sampling Based Inductive Learning Method | Jul 10, 2019 | Graph AttentionGraph Embedding | CodeCode Available | 1 |
