| Joint Learning Neuronal Skeleton and Brain Circuit Topology with Permutation Invariant Encoders for Neuron Classification | Dec 22, 2023 | Graph Neural Network | CodeCode Available | 0 | 5 |
| Domain-adaptive Message Passing Graph Neural Network | Aug 31, 2023 | Domain AdaptationGRAPH DOMAIN ADAPTATION | CodeCode Available | 0 | 5 |
| Iterative Sizing Field Prediction for Adaptive Mesh Generation From Expert Demonstrations | Jun 20, 2024 | Graph Neural NetworkImitation Learning | CodeCode Available | 0 | 5 |
| Learning the dynamics of a one-dimensional plasma model with graph neural networks | Oct 26, 2023 | Graph Neural NetworkPhysical Simulations | CodeCode Available | 0 | 5 |
| End-to-end video instance segmentation via spatial-temporal graph neural networks | Mar 7, 2022 | Graph Neural NetworkInstance Segmentation | CodeCode Available | 0 | 5 |
| DNA Language Model and Interpretable Graph Neural Network Identify Genes and Pathways Involved in Rare Diseases | Oct 20, 2024 | Graph Neural NetworkLanguage Modeling | CodeCode Available | 0 | 5 |
| Jet Discrimination with Quantum Complete Graph Neural Network | Mar 8, 2024 | Graph Neural NetworkQuantum Machine Learning | CodeCode Available | 0 | 5 |
| Knowledge-aware Graph Neural Networks with Label Smoothness Regularization for Recommender Systems | May 11, 2019 | Feature EngineeringGraph Neural Network | CodeCode Available | 0 | 5 |
| I Open at the Close: A Deep Reinforcement Learning Evaluation of Open Streets Initiatives | Dec 12, 2023 | Deep Reinforcement LearningGraph Neural Network | CodeCode Available | 0 | 5 |
| iSpLib: A Library for Accelerating Graph Neural Networks using Auto-tuned Sparse Operations | Mar 21, 2024 | CPUGraph Neural Network | CodeCode Available | 0 | 5 |
| BlueTempNet: A Temporal Multi-network Dataset of Social Interactions in Bluesky Social | Jul 24, 2024 | BlockingGraph Neural Network | CodeCode Available | 0 | 5 |
| Investigating Relational State Abstraction in Collaborative MARL | Dec 19, 2024 | Graph Neural NetworkMulti-agent Reinforcement Learning | CodeCode Available | 0 | 5 |
| Modality to Modality Translation: An Adversarial Representation Learning and Graph Fusion Network for Multimodal Fusion | Nov 18, 2019 | DecoderGraph Neural Network | CodeCode Available | 0 | 5 |
| Item Tagging for Information Retrieval: A Tripartite Graph Neural Network based Approach | Aug 26, 2020 | Graph Neural NetworkInformation Retrieval | CodeCode Available | 0 | 5 |
| Enhancing Graph Contrastive Learning with Reliable and Informative Augmentation for Recommendation | Sep 9, 2024 | Collaborative FilteringContrastive Learning | CodeCode Available | 0 | 5 |
| DistrictNet: Decision-aware learning for geographical districting | Dec 11, 2024 | Combinatorial OptimizationGraph Neural Network | CodeCode Available | 0 | 5 |
| BloomGML: Graph Machine Learning through the Lens of Bilevel Optimization | Mar 7, 2024 | Bilevel OptimizationGraph Learning | CodeCode Available | 0 | 5 |
| Invariant Representations of Embedded Simplicial Complexes | Feb 27, 2023 | Graph Neural Network | CodeCode Available | 0 | 5 |
| Invertible Neural Networks for Graph Prediction | Jun 2, 2022 | Anomaly DetectionGraph Neural Network | CodeCode Available | 0 | 5 |
| Iterative GNN-based Decoder for Question Generation | Nov 1, 2021 | DecoderGraph Neural Network | CodeCode Available | 0 | 5 |
| Distributed-Order Fractional Graph Operating Network | Nov 8, 2024 | Graph LearningGraph Neural Network | CodeCode Available | 0 | 5 |
| Black-box Adversarial Attacks on Network-wide Multi-step Traffic State Prediction Models | Oct 17, 2021 | Adversarial AttackGraph Neural Network | CodeCode Available | 0 | 5 |
| Interpretable Graph Neural Networks for Heterogeneous Tabular Data | Aug 14, 2024 | Graph Neural Network | CodeCode Available | 0 | 5 |
| Interpretable Retinal Disease Prediction Using Biology-Informed Heterogeneous Graph Representations | Feb 23, 2025 | Disease PredictionGraph Neural Network | CodeCode Available | 0 | 5 |
| Interpretable Triplet Importance for Personalized Ranking | Jul 28, 2024 | Graph Neural NetworkRecommendation Systems | CodeCode Available | 0 | 5 |
