| Code Completion by Modeling Flattened Abstract Syntax Trees as Graphs | Mar 17, 2021 | Code CompletionGraph Attention | —Unverified | 0 |
| Session-based Social and Dependency-aware Software Recommendation | Mar 10, 2021 | Graph AttentionRecommendation Systems | —Unverified | 0 |
| Relationship-based Neural Baby Talk | Mar 8, 2021 | Caption GenerationGraph Attention | —Unverified | 0 |
| Lipschitz Normalization for Self-Attention Layers with Application to Graph Neural Networks | Mar 8, 2021 | Deep AttentionGraph Attention | CodeCode Available | 1 |
| Graph Information Vanishing Phenomenon inImplicit Graph Neural Networks | Mar 2, 2021 | Graph Attention | —Unverified | 0 |
| RAGA: Relation-aware Graph Attention Networks for Global Entity Alignment | Mar 1, 2021 | Entity AlignmentGraph Attention | CodeCode Available | 1 |
| Benchmarking Graph Neural Networks on Link Prediction | Feb 24, 2021 | BenchmarkingGraph Attention | —Unverified | 0 |
| Efficient Text-based Reinforcement Learning by Jointly Leveraging State and Commonsense Graph Representations | Feb 22, 2021 | Decision MakingGraph Attention | —Unverified | 0 |
| Relation-aware Graph Attention Model With Adaptive Self-adversarial Training | Feb 14, 2021 | AttributeEntity Embeddings | —Unverified | 0 |
| Knowledge Graph Embedding using Graph Convolutional Networks with Relation-Aware Attention | Feb 14, 2021 | Graph AttentionGraph Embedding | —Unverified | 0 |
| SCOUT: Socially-COnsistent and UndersTandable Graph Attention Network for Trajectory Prediction of Vehicles and VRUs | Feb 12, 2021 | Autonomous VehiclesGraph Attention | —Unverified | 0 |
| Joint Intent Detection and Slot Filling with Wheel-Graph Attention Networks | Feb 9, 2021 | Graph AttentionIntent Detection | —Unverified | 0 |
| Improving Accuracy and Diversity in Matching of Recommendation with Diversified Preference Network | Feb 7, 2021 | DiversityGraph Attention | —Unverified | 0 |
| Graph Attention Collaborative Similarity Embedding for Recommender System | Feb 5, 2021 | Collaborative FilteringGraph Attention | —Unverified | 0 |
| Learning Conjoint Attentions for Graph Neural Nets | Feb 5, 2021 | BenchmarkingGraph Attention | CodeCode Available | 0 |
| Multi-Instance Learning by Utilizing Structural Relationship among Instances | Feb 3, 2021 | Graph Attentionimage-classification | —Unverified | 0 |
| Graph Neural Network for Traffic Forecasting: A Survey | Jan 27, 2021 | Demand ForecastingGraph Attention | CodeCode Available | 1 |
| Edge-Featured Graph Attention Network | Jan 19, 2021 | Graph AttentionGraph Learning | —Unverified | 0 |
| geoGAT: Graph Model Based on Attention Mechanism for Geographic Text Classification | Jan 13, 2021 | ClassificationGeneral Classification | —Unverified | 0 |
| SPAGAN: Shortest Path Graph Attention Network | Jan 10, 2021 | Graph Attention | CodeCode Available | 1 |
| Probabilistic Graph Attention Network with Conditional Kernels for Pixel-Wise Prediction | Jan 8, 2021 | Depth EstimationGraph Attention | —Unverified | 0 |
| Passenger Mobility Prediction via Representation Learning for Dynamic Directed and Weighted Graph | Jan 4, 2021 | Graph AttentionPrediction | —Unverified | 0 |
| Hierarchical Graph Attention Network for Few-Shot Visual-Semantic Learning | Jan 1, 2021 | Graph AttentionImage Captioning | —Unverified | 0 |
| Adversarial Example Detection Using Latent Neighborhood Graph | Jan 1, 2021 | Adversarial AttackGraph Attention | —Unverified | 0 |
| Gated Relational Graph Attention Networks | Jan 1, 2021 | Graph AttentionLong-range modeling | —Unverified | 0 |
| Cooperative Policy Learning with Pre-trained Heterogeneous Observation Representations | Dec 24, 2020 | DecoderGraph 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 |
| Towards Overcoming False Positives in Visual Relationship Detection | Dec 23, 2020 | DecoderGraph Attention | —Unverified | 0 |
| A Hierarchical Reasoning Graph Neural Network for The Automatic Scoring of Answer Transcriptions in Video Job Interviews | Dec 22, 2020 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| A Graph Attention Based Approach for Trajectory Prediction in Multi-agent Sports Games | Dec 18, 2020 | Graph AttentionTrajectory Prediction | CodeCode Available | 0 |
| Distance-aware Molecule Graph Attention Network for Drug-Target Binding Affinity Prediction | Dec 17, 2020 | Drug DiscoveryGraph Attention | CodeCode Available | 0 |
| High throughput screening with machine learning | Dec 15, 2020 | BIG-bench Machine LearningGraph Attention | —Unverified | 0 |
| Multi-Sense Language Modelling | Dec 10, 2020 | Graph AttentionLanguage Modeling | —Unverified | 0 |
| End-to-End Chinese Parsing Exploiting Lexicons | Dec 8, 2020 | Dependency ParsingGraph Attention | —Unverified | 0 |
| KATRec: Knowledge Aware aTtentive Sequential Recommendations | Dec 6, 2020 | Graph AttentionRecommendation Systems | CodeCode Available | 0 |
| Label Enhanced Event Detection with Heterogeneous Graph Attention Networks | Dec 3, 2020 | Event DetectionGraph Attention | —Unverified | 0 |
| A Contextual Alignment Enhanced Cross Graph Attention Network for Cross-lingual Entity Alignment | Dec 1, 2020 | Entity AlignmentGraph Attention | —Unverified | 0 |
| Dual Attention Network for Cross-lingual Entity Alignment | Dec 1, 2020 | Entity AlignmentGraph Attention | —Unverified | 0 |
| Knowledge Aware Emotion Recognition in Textual Conversations via Multi-Task Incremental Transformer | Dec 1, 2020 | Emotion RecognitionGraph Attention | —Unverified | 0 |
| Improving Abstractive Dialogue Summarization with Graph Structures and Topic Words | Dec 1, 2020 | Abstractive Dialogue SummarizationGraph Attention | —Unverified | 0 |
| Towards Knowledge-Augmented Visual Question Answering | Dec 1, 2020 | General KnowledgeGraph Attention | CodeCode Available | 0 |
| Syntax-Aware Graph Attention Network for Aspect-Level Sentiment Classification | Dec 1, 2020 | ClassificationGraph Attention | —Unverified | 0 |
| Graph Attention Network with Memory Fusion for Aspect-level Sentiment Analysis | Dec 1, 2020 | Graph AttentionSentiment Analysis | CodeCode Available | 1 |
| Reconstructing Event Regions for Event Extraction via Graph Attention Networks | Dec 1, 2020 | Event ExtractionGraph Attention | —Unverified | 0 |
| Directed Graph Attention Neural Network Utilizing 3D Coordinates for Molecular Property Prediction | Dec 1, 2020 | Graph AttentionMolecular Property Prediction | —Unverified | 0 |
| Net2: A Graph Attention Network Method Customized for Pre-Placement Net Length Estimation | Nov 27, 2020 | Graph Attention | —Unverified | 0 |
| Message-Aware Graph Attention Networks for Large-Scale Multi-Robot Path Planning | Nov 26, 2020 | Graph Attention | CodeCode Available | 1 |
| AutoGraph: Automated Graph Neural Network | Nov 23, 2020 | Graph AttentionGraph Neural Network | —Unverified | 0 |
| Graph Attention Tracking | Nov 23, 2020 | Graph AttentionObject Tracking | —Unverified | 0 |
| Modular Graph Attention Network for Complex Visual Relational Reasoning | Nov 22, 2020 | Graph AttentionQuestion Answering | —Unverified | 0 |