| 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 |