| D-FaST: Cognitive Signal Decoding with Disentangled Frequency-Spatial-Temporal Attention | Jun 2, 2024 | DecoderGraph Attention | —Unverified | 0 |
| Diagonal Graph Convolutional Networks with Adaptive Neighborhood Aggregation | Sep 25, 2019 | Graph AttentionGraph Classification | —Unverified | 0 |
| Diffusing Graph Attention | Mar 1, 2023 | Graph AttentionGraph Classification | —Unverified | 0 |
| DiffusionCom: Structure-Aware Multimodal Diffusion Model for Multimodal Knowledge Graph Completion | Apr 9, 2025 | Graph AttentionKnowledge Graph Completion | —Unverified | 0 |
| Directed Graph Attention Neural Network Utilizing 3D Coordinates for Molecular Property Prediction | Dec 1, 2020 | Graph AttentionMolecular Property Prediction | —Unverified | 0 |
| Discovery of sustainable energy materials via the machine-learned material space | Jan 10, 2025 | Dimensionality ReductionGraph Attention | —Unverified | 0 |
| Distance-Geometric Graph Attention Network (DG-GAT) for 3D Molecular Geometry | Jul 16, 2022 | Deep LearningGraph Attention | —Unverified | 0 |
| Distillation of Human-Object Interaction Contexts for Action Recognition | Dec 17, 2021 | Action RecognitionGraph Attention | —Unverified | 0 |
| Doing More with Less: Overcoming Data Scarcity for POI Recommendation via Cross-Region Transfer | Jan 16, 2022 | Graph AttentionMeta-Learning | —Unverified | 0 |
| Doodle It Yourself: Class Incremental Learning by Drawing a Few Sketches | Mar 28, 2022 | class-incremental learningClass Incremental Learning | —Unverified | 0 |
| DQ-GAT: Towards Safe and Efficient Autonomous Driving with Deep Q-Learning and Graph Attention Networks | Aug 11, 2021 | Autonomous DrivingDeep Reinforcement Learning | —Unverified | 0 |
| DRTS Parsing with Structure-Aware Encoding and Decoding | May 14, 2020 | DecoderGraph Attention | —Unverified | 0 |
| Dual Attention Network for Cross-lingual Entity Alignment | Dec 1, 2020 | Entity AlignmentGraph Attention | —Unverified | 0 |
| Dual Graph Attention based Disentanglement Multiple Instance Learning for Brain Age Estimation | Mar 2, 2024 | Age EstimationDisentanglement | —Unverified | 0 |
| Dual-Primal Graph Convolutional Networks | Jun 3, 2018 | Graph AttentionRecommendation Systems | —Unverified | 0 |
| Dual Stream Graph Transformer Fusion Networks for Enhanced Brain Decoding | Sep 23, 2024 | Brain DecodingGraph Attention | —Unverified | 0 |
| DUCK: Rumour Detection on Social Media by Modelling User and Comment Propagation Networks | Jan 16, 2022 | Graph AttentionMisinformation | —Unverified | 0 |
| Dumpling GNN: Hybrid GNN Enables Better ADC Payload Activity Prediction Based on Chemical Structure | Sep 23, 2024 | Activity PredictionDrug Discovery | —Unverified | 0 |
| Dynamic Community Detection via Adversarial Temporal Graph Representation Learning | Jun 29, 2022 | Community DetectionDynamic Community Detection | —Unverified | 0 |
| Dynamic Graph Attention for Referring Expression Comprehension | Sep 18, 2019 | Graph AttentionReferring Expression | —Unverified | 0 |
| Dynamic Graph Attention Networks for Travel Time Distribution Prediction in Urban Arterial Roads | Dec 15, 2024 | counterfactualGPU | —Unverified | 0 |
| Dynamic graph neural networks for enhanced volatility prediction in financial markets | Oct 22, 2024 | Decision MakingGraph Attention | —Unverified | 0 |
| Dynamic Power Flow Analysis and Fault Characteristics: A Graph Attention Neural Network | Mar 19, 2025 | Computational EfficiencyFault Diagnosis | —Unverified | 0 |
| DynSTGAT: Dynamic Spatial-Temporal Graph Attention Network for Traffic Signal Control | Sep 12, 2021 | Graph AttentionTraffic Signal Control | —Unverified | 0 |
| EBSD Grain Knowledge Graph Representation Learning for Material Structure-Property Prediction | Sep 29, 2021 | Graph AttentionGraph Representation Learning | —Unverified | 0 |
| ECNU\_ICA\_1 SemEval-2021 Task 4: Leveraging Knowledge-enhanced Graph Attention Networks for Reading Comprehension of Abstract Meaning | Aug 1, 2021 | Graph AttentionReading Comprehension | —Unverified | 0 |
| Edge Conditional Node Update Graph Neural Network for Multi-variate Time Series Anomaly Detection | Jan 25, 2024 | Anomaly DetectionDiversity | —Unverified | 0 |
| Edge-Featured Graph Attention Network | Jan 19, 2021 | Graph AttentionGraph Learning | —Unverified | 0 |
| Effect Generation Based on Causal Reasoning | Nov 1, 2021 | Graph AttentionSentence | —Unverified | 0 |
| Effective Token Graph Modeling using a Novel Labeling Strategy for Structured Sentiment Analysis | Nov 16, 2021 | Dependency ParsingGraph Attention | —Unverified | 0 |
| Effective Urban Region Representation Learning Using Heterogeneous Urban Graph Attention Network (HUGAT) | Feb 18, 2022 | DiversityGraph Attention | —Unverified | 0 |
| Efficient Graph based Recommender System with Weighted Averaging of Messages | Sep 30, 2022 | Collaborative FilteringGraph Attention | —Unverified | 0 |
| Efficient Large-Scale Urban Parking Prediction: Graph Coarsening Based on Real-Time Parking Service Capability | Oct 5, 2024 | Dimensionality ReductionGraph Attention | —Unverified | 0 |
| Efficient Text-based Reinforcement Learning by Jointly Leveraging State and Commonsense Graph Representations | Aug 1, 2021 | Graph AttentionReinforcement Learning (RL) | —Unverified | 0 |
| Efficient Text-based Reinforcement Learning by Jointly Leveraging State and Commonsense Graph Representations | Feb 22, 2021 | Decision MakingGraph Attention | —Unverified | 0 |
| Efficient Traffic State Forecasting using Spatio-Temporal Network Dependencies: A Sparse Graph Neural Network Approach | Nov 6, 2022 | Decision MakingGraph Attention | —Unverified | 0 |
| EggNet: An Evolving Graph-based Graph Attention Network for Particle Track Reconstruction | Jul 18, 2024 | Edge ClassificationGraph Attention | —Unverified | 0 |
| EL-MLFFs: Ensemble Learning of Machine Leaning Force Fields | Mar 26, 2024 | Atomic ForcesEnsemble Learning | —Unverified | 0 |
| Empowering A* Search Algorithms with Neural Networks for Personalized Route Recommendation | Jul 19, 2019 | Graph Attention | —Unverified | 0 |
| End2End Multi-View Feature Matching with Differentiable Pose Optimization | May 3, 2022 | Camera Pose EstimationGraph Attention | —Unverified | 0 |
| End to End Chinese Lexical Fusion Recognition with Sememe Knowledge | Apr 11, 2020 | Graph Attention | —Unverified | 0 |
| End-to-End Chinese Parsing Exploiting Lexicons | Dec 8, 2020 | Dependency ParsingGraph Attention | —Unverified | 0 |
| Energy-Efficient Cellular-Connected UAV Swarm Control Optimization | Mar 18, 2023 | Graph Attention | —Unverified | 0 |
| Enhancing Cognitive Diagnosis by Modeling Learner Cognitive Structure State | Dec 27, 2024 | cognitive diagnosisDiagnostic | —Unverified | 0 |
| Improving Demand Forecasting in Open Systems with Cartogram-Enhanced Deep Learning | Mar 24, 2024 | Deep LearningDemand Forecasting | —Unverified | 0 |
| Enhancing Graph Attention Neural Network Performance for Marijuana Consumption Classification through Large-scale Augmented Granger Causality (lsAGC) Analysis of Functional MR Images | Oct 24, 2024 | Dimensionality ReductionGraph Attention | —Unverified | 0 |
| Enhancing Link Prediction with Fuzzy Graph Attention Networks and Dynamic Negative Sampling | Nov 12, 2024 | Graph AttentionLink Prediction | —Unverified | 0 |
| Enhancing Short-Term Wind Speed Forecasting using Graph Attention and Frequency-Enhanced Mechanisms | May 19, 2023 | Graph Attention | —Unverified | 0 |
| Enhancing Speech Emotion Recognition with Graph-Based Multimodal Fusion and Prosodic Features for the Speech Emotion Recognition in Naturalistic Conditions Challenge at Interspeech 2025 | Jun 2, 2025 | Audio TaggingEmotion Recognition | —Unverified | 0 |
| Entity-Aware Dependency-Based Deep Graph Attention Network for Comparative Preference Classification | Jul 1, 2020 | General ClassificationGraph Attention | —Unverified | 0 |