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| Sparse-Dyn: Sparse Dynamic Graph Multi-representation Learning via Event-based Sparse Temporal Attention Network | Jan 4, 2022 | Graph EmbeddingGraph Neural Network | —Unverified | 0 |
| Efficient Graph Neural Network Inference at Large Scale | Nov 1, 2022 | Graph Neural Network | —Unverified | 0 |
| Dynamic Graph Neural Network for Traffic Forecasting in Wide Area Networks | Aug 28, 2020 | Graph Neural NetworkManagement | —Unverified | 0 |
| Dynamic graph neural network for fake news detection | Jul 18, 2022 | Fake News DetectionGraph Neural Network | —Unverified | 0 |
| Building a Graph-based Deep Learning network model from captured traffic traces | Oct 18, 2023 | Graph Neural Network | —Unverified | 0 |
| Efficient Learning on Large Graphs using a Densifying Regularity Lemma | Apr 25, 2025 | Graph Neural NetworkKnowledge Graph Completion | —Unverified | 0 |
| Efficient Long-distance Latent Relation-aware Graph Neural Network for Multi-modal Emotion Recognition in Conversations | Jun 27, 2024 | Emotion RecognitionEmotion Recognition in Conversation | —Unverified | 0 |
| DynamicGlue: Epipolar and Time-Informed Data Association in Dynamic Environments using Graph Neural Networks | Mar 17, 2024 | Graph Neural Network | —Unverified | 0 |
| Advanced RAG Models with Graph Structures: Optimizing Complex Knowledge Reasoning and Text Generation | Nov 6, 2024 | Graph Neural NetworkKnowledge Graphs | —Unverified | 0 |
| Enhancing Worker Recruitment in Collaborative Mobile Crowdsourcing: A Graph Neural Network Trust Evaluation Approach | Jun 7, 2023 | Edge-computingGraph Neural Network | —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 |
| Dynamic Edge Weights in Graph Neural Networks for 3D Object Detection | Sep 17, 2020 | 3D Object DetectionAutonomous Vehicles | —Unverified | 0 |
| Dynamic Collaborative Multi-Agent Reinforcement Learning Communication for Autonomous Drone Reforestation | Nov 14, 2022 | Graph Neural NetworkMulti-agent Reinforcement Learning | —Unverified | 0 |
| BS-GAT Behavior Similarity Based Graph Attention Network for Network Intrusion Detection | Apr 7, 2023 | Graph Attentiongraph construction | —Unverified | 0 |
| Dynamically Local-Enhancement Planner for Large-Scale Autonomous Driving | Feb 28, 2025 | Autonomous DrivingAutonomous Vehicles | —Unverified | 0 |
| Bridging the Semantic-Numerical Gap: A Numerical Reasoning Method of Cross-modal Knowledge Graph for Material Property Prediction | Dec 15, 2023 | Graph Neural NetworkKnowledge Graphs | —Unverified | 0 |
| CDFGNN: a Systematic Design of Cache-based Distributed Full-Batch Graph Neural Network Training with Communication Reduction | Aug 1, 2024 | Graph Neural NetworkQuantization | —Unverified | 0 |
| Embedding-based Multimodal Learning on Pan-Squamous Cell Carcinomas for Improved Survival Outcomes | Jun 11, 2024 | Data IntegrationGraph Neural Network | —Unverified | 0 |
| Embedding Symbolic Temporal Knowledge into Deep Sequential Models | Jan 28, 2021 | Action RecognitionActivity Recognition | —Unverified | 0 |
| Frequency Feature Fusion Graph Network For Depression Diagnosis Via fNIRS | Apr 29, 2025 | DiagnosticFunctional Connectivity | —Unverified | 0 |
| From Unsupervised to Few-shot Graph Anomaly Detection: A Multi-scale Contrastive Learning Approach | Feb 11, 2022 | Anomaly DetectionContrastive Learning | —Unverified | 0 |
| Empowering Graph Representation Learning with Paired Training and Graph Co-Attention | Sep 25, 2019 | Graph ClassificationGraph Neural Network | —Unverified | 0 |
| GraphSCENE: On-Demand Critical Scenario Generation for Autonomous Vehicles in Simulation | Oct 17, 2024 | Autonomous VehiclesGraph Neural Network | —Unverified | 0 |
| GAIN: Graph Attention & Interaction Network for Inductive Semi-Supervised Learning over Large-scale Graphs | Nov 3, 2020 | Graph AttentionGraph Neural Network | —Unverified | 0 |