| Lipschitz Normalization for Self-Attention Layers with Application to Graph Neural Networks | Mar 8, 2021 | Deep AttentionGraph Attention | CodeCode Available | 1 |
| RAGA: Relation-aware Graph Attention Networks for Global Entity Alignment | Mar 1, 2021 | Entity AlignmentGraph Attention | CodeCode Available | 1 |
| Graph Neural Network for Traffic Forecasting: A Survey | Jan 27, 2021 | Demand ForecastingGraph Attention | CodeCode Available | 1 |
| SPAGAN: Shortest Path Graph Attention Network | Jan 10, 2021 | Graph Attention | CodeCode Available | 1 |
| Co-GAT: A Co-Interactive Graph Attention Network for Joint Dialog Act Recognition and Sentiment Classification | Dec 24, 2020 | Graph AttentionSentiment Analysis | CodeCode Available | 1 |
| Cooperative Policy Learning with Pre-trained Heterogeneous Observation Representations | Dec 24, 2020 | DecoderGraph Attention | CodeCode Available | 1 |
| Graph Attention Network with Memory Fusion for Aspect-level Sentiment Analysis | Dec 1, 2020 | Graph AttentionSentiment Analysis | CodeCode Available | 1 |
| Message-Aware Graph Attention Networks for Large-Scale Multi-Robot Path Planning | Nov 26, 2020 | Graph Attention | CodeCode Available | 1 |
| Relation-aware Graph Attention Networks with Relational Position Encodings for Emotion Recognition in Conversations | Nov 1, 2020 | Emotion RecognitionEmotion Recognition in Conversation | CodeCode Available | 1 |
| Pathfinder Discovery Networks for Neural Message Passing | Oct 24, 2020 | Graph AttentionNode Classification | CodeCode Available | 1 |
| Should Graph Convolution Trust Neighbors? A Simple Causal Inference Method | Oct 22, 2020 | BlockingCausal Inference | CodeCode Available | 1 |
| Learning Dual Semantic Relations with Graph Attention for Image-Text Matching | Oct 22, 2020 | Cross-Modal RetrievalGraph Attention | CodeCode Available | 1 |
| GATE: Graph Attention Transformer Encoder for Cross-lingual Relation and Event Extraction | Oct 6, 2020 | Event ExtractionGraph Attention | CodeCode Available | 1 |
| Sentence Constituent-Aware Aspect-Category Sentiment Analysis with Graph Attention Networks | Oct 4, 2020 | Aspect Category DetectionAspect Category Sentiment Analysis | CodeCode Available | 1 |
| KG-BART: Knowledge Graph-Augmented BART for Generative Commonsense Reasoning | Sep 26, 2020 | Graph AttentionText Generation | CodeCode Available | 1 |
| Are scene graphs good enough to improve Image Captioning? | Sep 25, 2020 | DecoderGraph Attention | CodeCode Available | 1 |
| Interpretable Recommender System With Heterogeneous Information: A Geometric Deep Learning Perspective | Sep 20, 2020 | Decision MakingDeep Learning | CodeCode Available | 1 |
| Dialogue Relation Extraction with Document-level Heterogeneous Graph Attention Networks | Sep 10, 2020 | Dialog Relation ExtractionGraph Attention | CodeCode Available | 1 |
| Multivariate Time-series Anomaly Detection via Graph Attention Network | Sep 4, 2020 | Anomaly DetectionGraph Attention | CodeCode Available | 1 |
| Jointly Cross- and Self-Modal Graph Attention Network for Query-Based Moment Localization | Aug 4, 2020 | Graph AttentionSentence | CodeCode Available | 1 |
| ECNU-SenseMaker at SemEval-2020 Task 4: Leveraging Heterogeneous Knowledge Resources for Commonsense Validation and Explanation | Jul 28, 2020 | Data AugmentationGraph Attention | CodeCode Available | 1 |
| Effective Inter-Clause Modeling for End-to-End Emotion-Cause Pair Extraction | Jul 1, 2020 | Emotion-Cause Pair ExtractionGraph Attention | CodeCode Available | 1 |
| Molecule Edit Graph Attention Network: Modeling Chemical Reactions as Sequences of Graph Edits | Jun 27, 2020 | DecoderGraph Attention | CodeCode Available | 1 |
| Self-supervised edge features for improved Graph Neural Network training | Jun 23, 2020 | General ClassificationGraph Attention | CodeCode Available | 1 |
| Gaining Insight into SARS-CoV-2 Infection and COVID-19 Severity Using Self-supervised Edge Features and Graph Neural Networks | Jun 23, 2020 | Explainable Artificial Intelligence (XAI)General Classification | CodeCode Available | 1 |
| Heterogeneous Graph Attention Networks for Early Detection of Rumors on Twitter | Jun 10, 2020 | Graph Attention | CodeCode Available | 1 |
| Understanding Graph Neural Networks from Graph Signal Denoising Perspectives | Jun 8, 2020 | DenoisingGraph Attention | CodeCode Available | 1 |
| Structured Multimodal Attentions for TextVQA | Jun 1, 2020 | Graph AttentionOptical Character Recognition (OCR) | CodeCode Available | 1 |
| AC-VRNN: Attentive Conditional-VRNN for Multi-Future Trajectory Prediction | May 17, 2020 | Graph AttentionMulti-future Trajectory Prediction | CodeCode Available | 1 |
| Document Modeling with Graph Attention Networks for Multi-grained Machine Reading Comprehension | May 12, 2020 | Graph AttentionMachine Reading Comprehension | CodeCode Available | 1 |
| Machine Learning on Graphs: A Model and Comprehensive Taxonomy | May 7, 2020 | BIG-bench Machine LearningDecoder | CodeCode Available | 1 |
| Learning Geo-Contextual Embeddings for Commuting Flow Prediction | May 4, 2020 | Graph AttentionGraph Embedding | CodeCode Available | 1 |
| Relational Graph Attention Network for Aspect-based Sentiment Analysis | Apr 26, 2020 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 1 |
| Iterative Context-Aware Graph Inference for Visual Dialog | Apr 5, 2020 | Graph AttentionGraph Embedding | CodeCode Available | 1 |
| Multi-Label Text Classification using Attention-based Graph Neural Network | Mar 22, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Scattering GCN: Overcoming Oversmoothness in Graph Convolutional Networks | Mar 18, 2020 | Graph AttentionNode Classification | CodeCode Available | 1 |
| Global Attention based Graph Convolutional Neural Networks for Improved Materials Property Prediction | Mar 11, 2020 | Graph AttentionGraph Neural Network | CodeCode Available | 1 |
| A Graph Attention Spatio-temporal Convolutional Network for 3D Human Pose Estimation in Video | Mar 11, 2020 | 3D Human Pose Estimation3D Pose Estimation | CodeCode Available | 1 |
| Learning Scalable Multi-Agent Coordination by Spatial Differentiation for Traffic Signal Control | Feb 27, 2020 | Deep Reinforcement LearningGraph Attention | CodeCode Available | 1 |
| MAGNET: Multi-Label Text Classification using Attention-based Graph Neural Network | Feb 24, 2020 | Document ClassificationGeneral Classification | CodeCode Available | 1 |
| Investigating Typed Syntactic Dependencies for Targeted Sentiment Classification Using Graph Attention Neural Network | Feb 22, 2020 | Aspect-Based Sentiment Analysis (ABSA)Classification | CodeCode Available | 1 |
| Learn to Design the Heuristics for Vehicle Routing Problem | Feb 20, 2020 | Combinatorial OptimizationDecoder | CodeCode Available | 1 |
| Inductive Representation Learning on Temporal Graphs | Feb 19, 2020 | Graph AttentionGraph Embedding | CodeCode Available | 1 |
| Disease State Prediction From Single-Cell Data Using Graph Attention Networks | Feb 14, 2020 | Disease PredictionGraph Attention | CodeCode Available | 1 |
| Superpixel Image Classification with Graph Attention Networks | Feb 13, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| EdgeNets:Edge Varying Graph Neural Networks | Jan 21, 2020 | Graph Attention | CodeCode Available | 1 |
| Visual-Semantic Graph Attention Networks for Human-Object Interaction Detection | Jan 7, 2020 | Graph AttentionHuman-Object Interaction Detection | CodeCode Available | 1 |
| Deep learning reveals hidden interactions in complex systems | Jan 3, 2020 | Deep LearningGraph Attention | CodeCode Available | 1 |
| Contextual Graph Attention for Answering Logical Queries over Incomplete Knowledge Graphs | Sep 30, 2019 | Graph AttentionKnowledge Graphs | CodeCode Available | 1 |
| GraphSAINT: Graph Sampling Based Inductive Learning Method | Jul 10, 2019 | Graph AttentionGraph Embedding | CodeCode Available | 1 |
