| Molecule Edit Graph Attention Network: Modeling Chemical Reactions as Sequences of Graph Edits | Jun 27, 2020 | DecoderGraph Attention | CodeCode Available | 1 |
| Feedback Graph Attention Convolutional Network for Medical Image Enhancement | Jun 24, 2020 | Diffusion MRIGraph Attention | —Unverified | 0 |
| 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 |
| Fast Graph Attention Networks Using Effective Resistance Based Graph Sparsification | Jun 15, 2020 | Graph AttentionNode Classification | —Unverified | 0 |
| ORD: Object Relationship Discovery for Visual Dialogue Generation | Jun 15, 2020 | Dialogue GenerationGraph Attention | —Unverified | 0 |
| Implicit Kernel Attention | Jun 11, 2020 | Graph AttentionNode Classification | —Unverified | 0 |
| Heuristic Semi-Supervised Learning for Graph Generation Inspired by Electoral College | Jun 10, 2020 | Graph AttentionGraph Generation | CodeCode Available | 0 |
| Heterogeneous Graph Attention Networks for Early Detection of Rumors on Twitter | Jun 10, 2020 | Graph Attention | CodeCode Available | 1 |
| Bandit Samplers for Training Graph Neural Networks | Jun 10, 2020 | Graph Attention | CodeCode Available | 0 |
| Understanding Graph Neural Networks from Graph Signal Denoising Perspectives | Jun 8, 2020 | DenoisingGraph Attention | CodeCode Available | 1 |
| Graph Representation Learning Network via Adaptive Sampling | Jun 8, 2020 | Graph AttentionGraph Representation Learning | CodeCode Available | 0 |
| Spatial-Temporal Dynamic Graph Attention Networks for Ride-hailing Demand Prediction | Jun 7, 2020 | Graph AttentionPrediction | —Unverified | 0 |
| SVGA-Net: Sparse Voxel-Graph Attention Network for 3D Object Detection from Point Clouds | Jun 7, 2020 | 3D Object DetectionAutonomous Driving | —Unverified | 0 |
| Hierarchical Graph Attention Network for Visual Relationship Detection | Jun 1, 2020 | Feature CorrelationGraph Attention | —Unverified | 0 |
| Visual-Semantic Matching by Exploring High-Order Attention and Distraction | Jun 1, 2020 | AttributeGraph Attention | —Unverified | 0 |
| 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 |
| Graph Neural Networks with Composite Kernels | May 16, 2020 | Graph Attention | —Unverified | 0 |
| Neural Stochastic Block Model & Scalable Community-Based Graph Learning | May 16, 2020 | Community DetectionGraph Attention | —Unverified | 0 |
| DRTS Parsing with Structure-Aware Encoding and Decoding | May 14, 2020 | DecoderGraph Attention | —Unverified | 0 |
| Document Modeling with Graph Attention Networks for Multi-grained Machine Reading Comprehension | May 12, 2020 | Graph AttentionMachine Reading Comprehension | CodeCode Available | 1 |
| SocialTrans: A Deep Sequential Model with Social Information for Web-Scale Recommendation Systems | May 9, 2020 | Graph AttentionRecommendation Systems | —Unverified | 0 |
| 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 |
| Adaptive Structural Fingerprints for Graph Attention Networks | May 1, 2020 | Graph Attention | —Unverified | 0 |
| Relational Graph Attention Network for Aspect-based Sentiment Analysis | Apr 26, 2020 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 1 |
| Learning Hierarchical Review Graph Representations for Recommendation | Apr 24, 2020 | Graph AttentionGraph Neural Network | —Unverified | 0 |
| Contextualized Graph Attention Network for Recommendation with Item Knowledge Graph | Apr 24, 2020 | Graph Attention | —Unverified | 0 |
| Contextualised Graph Attention for Improved Relation Extraction | Apr 22, 2020 | Graph AttentionRelation | CodeCode Available | 0 |
| Airborne LiDAR Point Cloud Classification with Graph Attention Convolution Neural Network | Apr 20, 2020 | Deep LearningGeneral Classification | —Unverified | 0 |
| End to End Chinese Lexical Fusion Recognition with Sememe Knowledge | Apr 11, 2020 | Graph Attention | —Unverified | 0 |
| HopGAT: Hop-aware Supervision Graph Attention Networks for Sparsely Labeled Graphs | Apr 9, 2020 | General ClassificationGraph Attention | —Unverified | 0 |
| Improving Expressivity of Graph Neural Networks | Apr 8, 2020 | Graph AttentionGraph Neural Network | —Unverified | 0 |
| Is Graph Structure Necessary for Multi-hop Question Answering? | Apr 7, 2020 | Graph AttentionMulti-hop Question Answering | —Unverified | 0 |
| Iterative Context-Aware Graph Inference for Visual Dialog | Apr 5, 2020 | Graph AttentionGraph Embedding | CodeCode Available | 1 |
| Schema-Guided Multi-Domain Dialogue State Tracking with Graph Attention Neural Networks | Apr 3, 2020 | Dialogue State TrackingGraph Attention | —Unverified | 0 |
| Graph Enhanced Representation Learning for News Recommendation | Mar 31, 2020 | Graph AttentionNews Recommendation | —Unverified | 0 |
| Multi-Label Text Classification using Attention-based Graph Neural Network | Mar 22, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Enhancing Factual Consistency of Abstractive Summarization | Mar 19, 2020 | Abstractive Text SummarizationGraph Attention | —Unverified | 0 |
| Scattering GCN: Overcoming Oversmoothness in Graph Convolutional Networks | Mar 18, 2020 | Graph AttentionNode Classification | CodeCode Available | 1 |
| Graph Attention Network based Pruning for Reconstructing 3D Liver Vessel Morphology from Contrasted CT Images | Mar 18, 2020 | 3D ReconstructionDecision Making | —Unverified | 0 |
| Spectral Graph Attention Network with Fast Eigen-approximation | Mar 16, 2020 | Graph AttentionNode Classification | —Unverified | 0 |
| Non-Local Part-Aware Point Cloud Denoising | Mar 14, 2020 | DenoisingGraph Attention | —Unverified | 0 |
| 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 |