| Precise Learning of Source Code Contextual Semantics via Hierarchical Dependence Structure and Graph Attention Networks | Nov 20, 2021 | Feature EngineeringGraph Attention | —Unverified | 0 |
| Neighbour Contrastive Learning with Heterogeneous Graph Attention Networks on Short Text Classification | Nov 16, 2021 | Contrastive LearningGraph Attention | —Unverified | 0 |
| Effective Token Graph Modeling using a Novel Labeling Strategy for Structured Sentiment Analysis | Nov 16, 2021 | Dependency ParsingGraph Attention | —Unverified | 0 |
| Heterogeneous-Graph Reasoning and Fine-Grained Aggregation for Fact Checking | Nov 16, 2021 | Fact CheckingGraph Attention | —Unverified | 0 |
| Graph neural network-based fault diagnosis: a review | Nov 16, 2021 | Fault DiagnosisGraph 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 |
| Bidirectional Hierarchical Attention Networks based on Document-level Context for Emotion Cause Extraction | Nov 1, 2021 | Emotion Cause ExtractionGraph Attention | —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 |
| GBK-GNN: Gated Bi-Kernel Graph Neural Networks for Modeling Both Homophily and Heterophily | Oct 29, 2021 | Graph Attention | CodeCode Available | 1 |
| 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 |