| Enhancing Heterogeneous Multi-Agent Cooperation in Decentralized MARL via GNN-driven Intrinsic Rewards | Aug 12, 2024 | Graph Neural NetworkMulti-agent Reinforcement Learning | CodeCode Available | 0 |
| Iterative Sizing Field Prediction for Adaptive Mesh Generation From Expert Demonstrations | Jun 20, 2024 | Graph Neural NetworkImitation Learning | CodeCode Available | 0 |
| Predicting Brain Multigraph Population From a Single Graph Template for Boosting One-Shot Classification | Sep 13, 2022 | Data AugmentationGraph Neural Network | CodeCode Available | 0 |
| Iterative GNN-based Decoder for Question Generation | Nov 1, 2021 | DecoderGraph Neural Network | CodeCode Available | 0 |
| Item Tagging for Information Retrieval: A Tripartite Graph Neural Network based Approach | Aug 26, 2020 | Graph Neural NetworkInformation Retrieval | CodeCode Available | 0 |
| Towards Graph Foundation Models: Learning Generalities Across Graphs via Task-Trees | Dec 21, 2024 | Graph Neural NetworkIn-Context Learning | CodeCode Available | 0 |
| Adapting Triplet Importance of Implicit Feedback for Personalized Recommendation | Aug 2, 2022 | Bilevel OptimizationGraph Neural Network | CodeCode Available | 0 |
| Predicting Citi Bike Demand Evolution Using Dynamic Graphs | Dec 18, 2022 | Graph Neural NetworkManagement | CodeCode Available | 0 |
| Learning Decentralized Swarms Using Rotation Equivariant Graph Neural Networks | Feb 24, 2025 | Graph Neural NetworkMath | CodeCode Available | 0 |
| Unsupervised Mutual Learning of Dialogue Discourse Parsing and Topic Segmentation | May 30, 2024 | Discourse ParsingGraph Neural Network | CodeCode Available | 0 |
| An FEA surrogate model with Boundary Oriented Graph Embedding approach | Aug 30, 2021 | Cantilever BeamDecision Making | CodeCode Available | 0 |
| Learning Dynamic Graphs from All Contextual Information for Accurate Point-of-Interest Visit Forecasting | Jun 28, 2023 | AllDecision Making | CodeCode Available | 0 |
| Learning Dynamics from Multicellular Graphs with Deep Neural Networks | Jan 22, 2024 | Graph Neural Network | CodeCode Available | 0 |
| SIG: Efficient Self-Interpretable Graph Neural Network for Continuous-time Dynamic Graphs | May 29, 2024 | Causal InferenceGraph Neural Network | CodeCode Available | 0 |
| DDoS: A Graph Neural Network based Drug Synergy Prediction Algorithm | Oct 3, 2022 | Graph Neural Network | CodeCode Available | 0 |
| iSpLib: A Library for Accelerating Graph Neural Networks using Auto-tuned Sparse Operations | Mar 21, 2024 | CPUGraph Neural Network | CodeCode Available | 0 |
| Unsupervised Optimal Power Flow Using Graph Neural Networks | Oct 17, 2022 | Graph Neural Network | CodeCode Available | 0 |
| Learning from Heterogeneity: A Dynamic Learning Framework for Hypergraphs | Jul 7, 2023 | Graph LearningGraph Neural Network | CodeCode Available | 0 |
| Predicting solvation free energies with an implicit solvent machine learning potential | May 31, 2024 | Drug DesignGraph Neural Network | CodeCode Available | 0 |
| Automating Style Analysis and Visualization With Explainable AI -- Case Studies on Brand Recognition | Jun 5, 2023 | Graph Neural NetworkVector Graphics | CodeCode Available | 0 |
| FC-GNN: Recovering Reliable and Accurate Correspondences from Interferences | Jan 1, 2024 | Graph Neural NetworkKeypoint Detection | CodeCode Available | 0 |
| Predicting the Temperature-Dependent CMC of Surfactant Mixtures with Graph Neural Networks | Nov 4, 2024 | Graph Neural Network | CodeCode Available | 0 |
| Learning Graph Representation of Agent Diffusers | May 10, 2025 | Graph Neural NetworkImage Generation | CodeCode Available | 0 |
| Fast Interactive Video Object Segmentation with Graph Neural Networks | Mar 5, 2021 | Graph Neural NetworkInteractive Video Object Segmentation | CodeCode Available | 0 |
| Data-Driven Learning of Geometric Scattering Networks | Oct 6, 2020 | DescriptiveGraph Classification | CodeCode Available | 0 |