| Spatio-Temporal meets Wavelet: Disentangled Traffic Flow Forecasting via Efficient Spectral Graph Attention Network | Dec 6, 2021 | Graph AttentionTime Series Analysis | —Unverified | 0 |
| Distance and Hop-wise Structures Encoding Enhanced Graph Attention Networks | Dec 6, 2021 | Graph AttentionPosition | CodeCode Available | 0 |
| Learning to Detect Critical Nodes in Sparse Graphs via Feature Importance Awareness | Dec 3, 2021 | Drug DesignFeature Importance | —Unverified | 0 |
| Exploring Social Posterior Collapse in Variational Autoencoder for Interaction Modeling | Dec 1, 2021 | Graph AttentionTrajectory Forecasting | —Unverified | 0 |
| Attribute Artifacts Removal for Geometry-based Point Cloud Compression | Dec 1, 2021 | AttributeGraph Attention | —Unverified | 0 |
| GRIN: Generative Relation and Intention Network for Multi-agent Trajectory Prediction | Dec 1, 2021 | DecoderGraph Attention | —Unverified | 0 |
| Contrastive Graph Poisson Networks: Semi-Supervised Learning with Extremely Limited Labels | Dec 1, 2021 | Graph AttentionNode Classification | —Unverified | 0 |
| Sentiment Analysis and Effect of COVID-19 Pandemic using College SubReddit Data | Nov 30, 2021 | Graph AttentionSentiment Analysis | CodeCode Available | 0 |
| PGGANet: Pose Guided Graph Attention Network for Person Re-identification | Nov 29, 2021 | Graph AttentionPerson Re-Identification | —Unverified | 0 |
| Precise Learning of Source Code Contextual Semantics via Hierarchical Dependence Structure and Graph Attention Networks | Nov 20, 2021 | Feature EngineeringGraph Attention | —Unverified | 0 |
| Effective Token Graph Modeling using a Novel Labeling Strategy for Structured Sentiment Analysis | Nov 16, 2021 | Dependency ParsingGraph Attention | —Unverified | 0 |
| Graph neural network-based fault diagnosis: a review | Nov 16, 2021 | Fault DiagnosisGraph Attention | —Unverified | 0 |
| Neighbour Contrastive Learning with Heterogeneous Graph Attention Networks on Short Text Classification | Nov 16, 2021 | Contrastive LearningGraph Attention | —Unverified | 0 |
| Heterogeneous-Graph Reasoning and Fine-Grained Aggregation for Fact Checking | Nov 16, 2021 | Fact CheckingGraph Attention | —Unverified | 0 |
| A Comparative Study on Basic Elements of Deep Learning Models for Spatial-Temporal Traffic Forecasting | Nov 15, 2021 | Graph Attention | —Unverified | 0 |
| Implicit vs Unfolded Graph Neural Networks | Nov 12, 2021 | Graph AttentionNode Classification | —Unverified | 0 |
| Graph Relation Transformer: Incorporating pairwise object features into the Transformer architecture | Nov 11, 2021 | Graph AttentionQuestion Answering | —Unverified | 0 |
| A Syntax-Guided Grammatical Error Correction Model with Dependency Tree Correction | Nov 5, 2021 | Data AugmentationGrammatical Error Correction | —Unverified | 0 |
| Effect Generation Based on Causal Reasoning | Nov 1, 2021 | Graph AttentionSentence | —Unverified | 0 |
| Exploring Sentence Community for Document-Level Event Extraction | Nov 1, 2021 | Community DetectionDocument-level Event Extraction | —Unverified | 0 |
| Bidirectional Hierarchical Attention Networks based on Document-level Context for Emotion Cause Extraction | Nov 1, 2021 | Emotion Cause ExtractionGraph Attention | —Unverified | 0 |
| MEGAN: Memory Enhanced Graph Attention Network for Space-Time Video Super-Resolution | Oct 28, 2021 | Graph AttentionSpace-time Video Super-resolution | —Unverified | 0 |
| GACAN: Graph Attention-Convolution-Attention Networks for Traffic Forecasting Based on Multi-granularity Time Series | Oct 27, 2021 | Graph AttentionTime Series | —Unverified | 0 |
| HR-RCNN: Hierarchical Relational Reasoning for Object Detection | Oct 26, 2021 | Graph AttentionInstance Segmentation | —Unverified | 0 |
| Alignment Attention by Matching Key and Query Distributions | Oct 25, 2021 | Graph AttentionQuestion Answering | CodeCode Available | 0 |
| Foresight of Graph Reinforcement Learning Latent Permutations Learnt by Gumbel Sinkhorn Network | Oct 23, 2021 | Graph Attentionreinforcement-learning | —Unverified | 0 |
| FDGATII : Fast Dynamic Graph Attention with Initial Residual and Identity Mapping | Oct 21, 2021 | FairnessGraph Attention | CodeCode Available | 0 |
| Contrastive Document Representation Learning with Graph Attention Networks | Oct 20, 2021 | Contrastive LearningDocument Classification | —Unverified | 0 |
| Context-aware Reranking with Utility Maximization for Recommendation | Oct 18, 2021 | counterfactualGraph Attention | —Unverified | 0 |
| Urban traffic dynamic rerouting framework: A DRL-based model with fog-cloud architecture | Oct 11, 2021 | Graph AttentionQ-Learning | —Unverified | 0 |
| Scalable Traffic Signal Controls using Fog-Cloud Based Multiagent Reinforcement Learning | Oct 11, 2021 | Deep Reinforcement LearningGraph Attention | —Unverified | 0 |
| Multi-Relation Aware Temporal Interaction Network Embedding | Oct 9, 2021 | Graph AttentionNetwork Embedding | CodeCode Available | 0 |
| Rumor Detection on Twitter with Claim-Guided Hierarchical Graph Attention Networks | Oct 9, 2021 | Graph AttentionRepresentation Learning | —Unverified | 0 |
| Multi-scale speaker embedding-based graph attention networks for speaker diarisation | Oct 7, 2021 | Graph Attention | —Unverified | 0 |
| EBSD Grain Knowledge Graph Representation Learning for Material Structure-Property Prediction | Sep 29, 2021 | Graph AttentionGraph Representation Learning | —Unverified | 0 |
| Fast fixed-backbone protein sequence and rotamer design | Sep 29, 2021 | Graph AttentionImitation Learning | —Unverified | 0 |
| Learning to Solve an Order Fulfillment Problem in Milliseconds with Edge-Feature-Embedded Graph Attention | Sep 29, 2021 | Combinatorial OptimizationGraph Attention | —Unverified | 0 |
| Personalized PageRank meets Graph Attention Networks | Sep 29, 2021 | Graph AttentionRepresentation Learning | —Unverified | 0 |
| Time-aware Relational Graph Attention Network for Temporal Knowledge Graph Embeddings | Sep 29, 2021 | Entity AlignmentGraph Attention | —Unverified | 0 |
| Graph Reasoning with Context-Aware Linearization for Interpretable Fact Extraction and Verification | Sep 25, 2021 | Graph AttentionMulti-Task Learning | —Unverified | 0 |
| wsGAT: Weighted and Signed Graph Attention Networks for Link Prediction | Sep 21, 2021 | Graph AttentionLink Prediction | —Unverified | 0 |
| Decoupling Long- and Short-Term Patterns in Spatiotemporal Inference | Sep 16, 2021 | Graph Attention | —Unverified | 0 |
| r-GAT: Relational Graph Attention Network for Multi-Relational Graphs | Sep 13, 2021 | Graph AttentionKnowledge Graphs | —Unverified | 0 |
| DynSTGAT: Dynamic Spatial-Temporal Graph Attention Network for Traffic Signal Control | Sep 12, 2021 | Graph AttentionTraffic Signal Control | —Unverified | 0 |
| Graph Attention Network Based Single-Pixel Compressive Direction of Arrival Estimation | Sep 12, 2021 | Direction of Arrival EstimationGraph Attention | —Unverified | 0 |
| Graph Attention Layer Evolves Semantic Segmentation for Road Pothole Detection: A Benchmark and Algorithms | Sep 6, 2021 | Graph AttentionGraph Neural Network | —Unverified | 0 |
| Soft Hierarchical Graph Recurrent Networks for Many-Agent Partially Observable Environments | Sep 5, 2021 | Deep Reinforcement LearningGraph Attention | —Unverified | 0 |
| On the Significance of Question Encoder Sequence Model in the Out-of-Distribution Performance in Visual Question Answering | Aug 28, 2021 | Graph AttentionQuestion Answering | —Unverified | 0 |
| GrADE: A graph based data-driven solver for time-dependent nonlinear partial differential equations | Aug 24, 2021 | Graph AttentionGraph Neural Network | —Unverified | 0 |
| Graph Attention MLP with Reliable Label Utilization | Aug 23, 2021 | Graph Attention | —Unverified | 0 |