| Graph Representation Learning via Hard and Channel-Wise Attention Networks | Jul 5, 2019 | Graph AttentionGraph Classification | CodeCode Available | 0 |
| Social-BiGAT: Multimodal Trajectory Forecasting using Bicycle-GAN and Graph Attention Networks | Jul 4, 2019 | Autonomous VehiclesDecoder | —Unverified | 0 |
| Signed Graph Attention Networks | Jun 26, 2019 | Graph AttentionGraph Neural Network | CodeCode Available | 1 |
| Scalable Generative Models for Graphs with Graph Attention Mechanism | Jun 5, 2019 | Graph AttentionGraph Generation | —Unverified | 0 |
| Graph Attention Convolution for Point Cloud Semantic Segmentation | Jun 1, 2019 | Graph AttentionObject | CodeCode Available | 0 |
| Exploiting Edge Features for Graph Neural Networks | Jun 1, 2019 | General ClassificationGraph Attention | —Unverified | 0 |
| Cross-lingual Knowledge Graph Alignment via Graph Matching Neural Network | May 28, 2019 | Entity EmbeddingsGraph Attention | CodeCode Available | 0 |
| Graph Attention Auto-Encoders | May 26, 2019 | DecoderGraph Attention | CodeCode Available | 0 |
| GAPNet: Graph Attention based Point Neural Network for Exploiting Local Feature of Point Cloud | May 21, 2019 | Graph Attention | CodeCode Available | 0 |
| PaperRobot: Incremental Draft Generation of Scientific Ideas | May 20, 2019 | Graph AttentionKnowledge Graphs | CodeCode Available | 0 |
| Exact-K Recommendation via Maximal Clique Optimization | May 17, 2019 | Combinatorial OptimizationDecoder | CodeCode Available | 0 |
| Graph Attention Memory for Visual Navigation | May 11, 2019 | Deep Reinforcement LearningGraph Attention | —Unverified | 0 |
| Graph Matching Networks for Learning the Similarity of Graph Structured Objects | Apr 29, 2019 | Graph AttentionGraph Matching | CodeCode Available | 0 |
| DDGK: Learning Graph Representations for Deep Divergence Graph Kernels | Apr 21, 2019 | Feature EngineeringGraph Attention | CodeCode Available | 0 |
| Predicting drug-target interaction using 3D structure-embedded graph representations from graph neural networks | Apr 17, 2019 | Drug DesignGraph Attention | —Unverified | 0 |
| Relational Graph Attention Networks | Apr 11, 2019 | Graph Attention | CodeCode Available | 0 |
| Factor Graph Attention | Apr 11, 2019 | Graph AttentionQuestion Answering | CodeCode Available | 0 |
| Context-aware Human Motion Prediction | Apr 6, 2019 | Graph AttentionHuman motion prediction | —Unverified | 0 |
| Relation-Aware Graph Attention Network for Visual Question Answering | Mar 29, 2019 | Graph AttentionImplicit Relations | CodeCode Available | 0 |
| Dual Graph Attention Networks for Deep Latent Representation of Multifaceted Social Effects in Recommender Systems | Mar 25, 2019 | Collaborative FilteringGraph Attention | CodeCode Available | 0 |
| Program Classification Using Gated Graph Attention Neural Network for Online Programming Service | Mar 9, 2019 | General ClassificationGraph Attention | —Unverified | 0 |
| Multiresolution Graph Attention Networks for Relevance Matching | Feb 27, 2019 | Graph AttentionInformation Retrieval | —Unverified | 0 |
| Session-based Social Recommendation via Dynamic Graph Attention Networks | Feb 25, 2019 | Graph AttentionRecommendation Systems | CodeCode Available | 2 |
| Constant Time Graph Neural Networks | Jan 23, 2019 | Graph AttentionQuestion Answering | —Unverified | 0 |
| Graph Neural Networks: A Review of Methods and Applications | Dec 20, 2018 | Graph AttentionGraph Neural Network | CodeCode Available | 0 |
