| GRU-PFG: Extract Inter-Stock Correlation from Stock Factors with Graph Neural Network | Nov 28, 2024 | Graph Neural NetworkPrediction | CodeCode Available | 0 |
| GROWN+UP: A Graph Representation Of a Webpage Network Utilizing Pre-training | Aug 3, 2022 | Genre classificationGraph Neural Network | CodeCode Available | 0 |
| An Empirical Study of Retrieval-enhanced Graph Neural Networks | Jun 1, 2022 | Graph Neural NetworkGraph Property Prediction | CodeCode Available | 0 |
| GResNet: Graph Residual Network for Reviving Deep GNNs from Suspended Animation | Sep 12, 2019 | Graph Neural NetworkNode Classification | CodeCode Available | 0 |
| MHGNet: Multi-Heterogeneous Graph Neural Network for Traffic Prediction | Jan 7, 2025 | Graph Neural NetworkTraffic Prediction | CodeCode Available | 0 |
| Grasper: A Generalist Pursuer for Pursuit-Evasion Problems | Apr 19, 2024 | Graph LearningGraph Neural Network | CodeCode Available | 0 |
| WikiGraphs: A Wikipedia Text - Knowledge Graph Paired Dataset | Jul 20, 2021 | ArticlesConditional Text Generation | CodeCode Available | 0 |
| Attention-based Graph Neural Network for Semi-supervised Learning | Mar 10, 2018 | Graph Neural NetworkGraph Regression | CodeCode Available | 0 |
| Compiler Auto-Vectorization with Imitation Learning | Dec 1, 2019 | Graph Neural NetworkImitation Learning | CodeCode Available | 0 |
| Graph Warp Module: an Auxiliary Module for Boosting the Power of Graph Neural Networks in Molecular Graph Analysis | Feb 4, 2019 | Graph Neural Network | CodeCode Available | 0 |
| Relational Prompt-based Pre-trained Language Models for Social Event Detection | Apr 12, 2024 | Event DetectionGraph Neural Network | CodeCode Available | 0 |
| Zero-shot Recognition via Semantic Embeddings and Knowledge Graphs | Mar 21, 2018 | Graph Neural NetworkKnowledge Graphs | CodeCode Available | 0 |
| DYMAG: Rethinking Message Passing Using Dynamical-systems-based Waveforms | Sep 18, 2023 | Graph Neural NetworkProperty Prediction | CodeCode Available | 0 |
| Relational visual representations underlie human social interaction recognition | Nov 11, 2023 | Graph Neural Network | CodeCode Available | 0 |
| Two-view Graph Neural Networks for Knowledge Graph Completion | Dec 16, 2021 | Graph EmbeddingGraph Neural Network | CodeCode Available | 0 |
| A Targeted Universal Attack on Graph Convolutional Network | Nov 29, 2020 | Adversarial AttackGraph Neural Network | CodeCode Available | 0 |
| Spatio-Temporal Forecasting of PM2.5 via Spatial-Diffusion guided Encoder-Decoder Architecture | Dec 18, 2024 | DecoderGraph Neural Network | CodeCode Available | 0 |
| GraphTheta: A Distributed Graph Neural Network Learning System With Flexible Training Strategy | Apr 21, 2021 | CPUGraph Learning | CodeCode Available | 0 |
| Relaxing Continuous Constraints of Equivariant Graph Neural Networks for Physical Dynamics Learning | Jun 24, 2024 | Graph Neural Network | CodeCode Available | 0 |
| End-to-End Active Speaker Detection | Mar 27, 2022 | Active Speaker DetectionAudio-Visual Active Speaker Detection | CodeCode Available | 0 |
| A Tale of Two Linkings: Dynamically Gating between Schema Linking and Structural Linking for Text-to-SQL Parsing | Sep 30, 2020 | Graph Neural NetworkSemantic Parsing | CodeCode Available | 0 |
| Typed Graph Networks | Jan 23, 2019 | Graph Neural Network | CodeCode Available | 0 |
| Graph-Supported Dynamic Algorithm Configuration for Multi-Objective Combinatorial Optimization | May 22, 2025 | Combinatorial OptimizationDeep Reinforcement Learning | CodeCode Available | 0 |
| ReOnto: A Neuro-Symbolic Approach for Biomedical Relation Extraction | Sep 4, 2023 | Graph Neural NetworkRelation | CodeCode Available | 0 |
| MM-GNN: Mix-Moment Graph Neural Network towards Modeling Neighborhood Feature Distribution | Aug 15, 2022 | Graph Neural NetworkGraph Representation Learning | CodeCode Available | 0 |
