| BiSyn-GAT+: Bi-Syntax Aware Graph Attention Network for Aspect-based Sentiment Analysis | Apr 6, 2022 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 1 |
| Multimodal Pre-training Based on Graph Attention Network for Document Understanding | Mar 25, 2022 | document understandingGraph Attention | CodeCode Available | 1 |
| Effective Token Graph Modeling using a Novel Labeling Strategy for Structured Sentiment Analysis | Mar 21, 2022 | Dependency ParsingGraph Attention | CodeCode Available | 1 |
| Graph Attention Transformer Network for Multi-Label Image Classification | Mar 8, 2022 | ClassificationGraph Attention | CodeCode Available | 1 |
| Graph Attention Retrospective | Feb 26, 2022 | Graph AttentionNode Classification | CodeCode Available | 1 |
| GAME-ON: Graph Attention Network based Multimodal Fusion for Fake News Detection | Feb 25, 2022 | Fake News DetectionGraph Attention | CodeCode Available | 1 |
| DialMed: A Dataset for Dialogue-based Medication Recommendation | Feb 22, 2022 | Graph Attention | CodeCode Available | 1 |
| What Has Been Enhanced in my Knowledge-Enhanced Language Model? | Feb 2, 2022 | Graph AttentionLanguage Modeling | CodeCode Available | 1 |
| Multi-Agent Trajectory Prediction With Heterogeneous Edge-Enhanced Graph Attention Network | Feb 1, 2022 | Autonomous VehiclesDecision Making | CodeCode Available | 1 |
| Global-Reasoned Multi-Task Learning Model for Surgical Scene Understanding | Jan 28, 2022 | Graph AttentionKnowledge Distillation | CodeCode Available | 1 |
| Multi-task Joint Strategies of Self-supervised Representation Learning on Biomedical Networks for Drug Discovery | Jan 12, 2022 | Drug DiscoveryGraph Attention | CodeCode Available | 1 |
| GAT-CADNet: Graph Attention Network for Panoptic Symbol Spotting in CAD Drawings | Jan 3, 2022 | Graph AttentionVector Graphics | CodeCode Available | 1 |
| Causal Attention for Interpretable and Generalizable Graph Classification | Dec 30, 2021 | ClassificationGraph Attention | CodeCode Available | 1 |
| Lifelong Learning on Evolving Graphs Under the Constraints of Imbalanced Classes and New Classes | Dec 20, 2021 | Graph AttentionGraph Learning | CodeCode Available | 1 |
| AirObject: A Temporally Evolving Graph Embedding for Object Identification | Nov 30, 2021 | Graph AttentionGraph Embedding | CodeCode Available | 1 |
| HGATE: Heterogeneous Graph Attention Auto-Encoders | Nov 28, 2021 | Graph AttentionGraph Representation Learning | CodeCode Available | 1 |
| Benchmarking Accuracy and Generalizability of Four Graph Neural Networks Using Large In Vitro ADME Datasets from Different Chemical Spaces | Nov 27, 2021 | BenchmarkingGraph Attention | CodeCode Available | 1 |
| Graph-based Solutions with Residuals for Intrusion Detection: the Modified E-GraphSAGE and E-ResGAT Algorithms | Nov 26, 2021 | Graph AttentionGraph Neural Network | CodeCode Available | 1 |
| FRT-PAD: Effective Presentation Attack Detection Driven by Face Related Task | Nov 22, 2021 | AttributeFace Presentation Attack Detection | CodeCode Available | 1 |
| GBK-GNN: Gated Bi-Kernel Graph Neural Networks for Modeling Both Homophily and Heterophily | Oct 29, 2021 | Graph Attention | CodeCode Available | 1 |
| Knowledge-Enhanced Hierarchical Graph Transformer Network for Multi-Behavior Recommendation | Oct 8, 2021 | Graph AttentionRecommendation Systems | CodeCode Available | 1 |
| Perceived and Intended Sarcasm Detection with Graph Attention Networks | Oct 8, 2021 | Graph AttentionSarcasm Detection | CodeCode Available | 1 |
| AASIST: Audio Anti-Spoofing using Integrated Spectro-Temporal Graph Attention Networks | Oct 4, 2021 | Audio Deepfake DetectionGraph Attention | CodeCode Available | 1 |
| Know Your Action Set: Learning Action Relations for Reinforcement Learning | Sep 29, 2021 | Graph AttentionRecommendation Systems | CodeCode Available | 1 |
| Scalable deeper graph neural networks for high-performance materials property prediction | Sep 25, 2021 | Band GapGraph Attention | CodeCode Available | 1 |
| DisenKGAT: Knowledge Graph Embedding with Disentangled Graph Attention Network | Aug 22, 2021 | DisentanglementGraph Attention | CodeCode Available | 1 |
| Enhancing Entity Boundary Detection for Better Chinese Named Entity Recognition | Aug 1, 2021 | Boundary DetectionChinese Named Entity Recognition | CodeCode Available | 1 |
| Compare to The Knowledge: Graph Neural Fake News Detection with External Knowledge | Aug 1, 2021 | Fake News DetectionGraph Attention | CodeCode Available | 1 |
| End-to-End Spectro-Temporal Graph Attention Networks for Speaker Verification Anti-Spoofing and Speech Deepfake Detection | Jul 27, 2021 | Audio Deepfake DetectionDeepFake Detection | CodeCode Available | 1 |
| Structure-aware Interactive Graph Neural Networks for the Prediction of Protein-Ligand Binding Affinity | Jul 21, 2021 | Drug DiscoveryGraph Attention | CodeCode Available | 1 |
| Structure-Aware Long Short-Term Memory Network for 3D Cephalometric Landmark Detection | Jul 21, 2021 | Graph Attentionregression | CodeCode Available | 1 |
| Joint Implicit Image Function for Guided Depth Super-Resolution | Jul 19, 2021 | Graph AttentionSuper-Resolution | CodeCode Available | 1 |
| From block-Toeplitz matrices to differential equations on graphs: towards a general theory for scalable masked Transformers | Jul 16, 2021 | Graph Attention | CodeCode Available | 1 |
| Drug-Target Interaction Prediction with Graph Attention networks | Jul 10, 2021 | Graph AttentionPrediction | CodeCode Available | 1 |
| DualVGR: A Dual-Visual Graph Reasoning Unit for Video Question Answering | Jul 10, 2021 | Graph AttentionQuestion Answering | CodeCode Available | 1 |
| DeepDDS: deep graph neural network with attention mechanism to predict synergistic drug combinations | Jul 6, 2021 | Graph AttentionGraph Neural Network | CodeCode Available | 1 |
| MASS: Multi-Attentional Semantic Segmentation of LiDAR Data for Dense Top-View Understanding | Jul 1, 2021 | 3D Object DetectionGraph Attention | CodeCode Available | 1 |
| DisenHAN: Disentangled Heterogeneous Graph Attention Network for Recommendation | Jun 21, 2021 | Collaborative FilteringGraph Attention | CodeCode Available | 1 |
| FinGAT: Financial Graph Attention Networks for Recommending Top-K Profitable Stocks | Jun 18, 2021 | Graph AttentionTime Series | CodeCode Available | 1 |
| ScheduleNet: Learn to solve multi-agent scheduling problems with reinforcement learning | Jun 6, 2021 | Decision MakingGraph Attention | CodeCode Available | 1 |
| Spatial Graph Attention and Curiosity-driven Policy for Antiviral Drug Discovery | Jun 4, 2021 | Drug DiscoveryGraph Attention | CodeCode Available | 1 |
| Graph-based Deep Learning for Communication Networks: A Survey | Jun 4, 2021 | Deep LearningGraph Attention | CodeCode Available | 1 |
| Event Time Extraction and Propagation via Graph Attention Networks | Jun 1, 2021 | Graph AttentionNatural Language Understanding | CodeCode Available | 1 |
| Incorporating Syntax and Semantics in Coreference Resolution with Heterogeneous Graph Attention Network | Jun 1, 2021 | coreference-resolutionCoreference Resolution | CodeCode Available | 1 |
| How Attentive are Graph Attention Networks? | May 30, 2021 | Graph AttentionGraph Classification | CodeCode Available | 1 |
| GIPA: General Information Propagation Algorithm for Graph Learning | May 13, 2021 | Graph AttentionGraph Learning | CodeCode Available | 1 |
| Solve routing problems with a residual edge-graph attention neural network | May 6, 2021 | Combinatorial OptimizationDeep Reinforcement Learning | CodeCode Available | 1 |
| 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 |
| Conversational Question Answering over Knowledge Graphs with Transformer and Graph Attention Networks | Apr 4, 2021 | Conversational Question AnsweringGraph Attention | CodeCode Available | 1 |
