| Automating Style Analysis and Visualization With Explainable AI -- Case Studies on Brand Recognition | Jun 5, 2023 | Graph Neural NetworkVector Graphics | 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 |
| Joint Graph Learning and Matching for Semantic Feature Correspondence | Sep 1, 2021 | Graph LearningGraph Matching | CodeCode Available | 0 | 5 |
| Deep Multi-Task Augmented Feature Learning via Hierarchical Graph Neural Network | Feb 12, 2020 | Graph Neural NetworkMulti-Task Learning | CodeCode Available | 0 | 5 |
| Investigating Relational State Abstraction in Collaborative MARL | Dec 19, 2024 | Graph Neural NetworkMulti-agent Reinforcement Learning | CodeCode Available | 0 | 5 |
| Invertible Neural Networks for Graph Prediction | Jun 2, 2022 | Anomaly DetectionGraph 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 |
| Deep Learning strategies for ProtoDUNE raw data denoising | Mar 2, 2021 | BIG-bench Machine LearningDeep Learning | CodeCode Available | 0 | 5 |
| Automatic AI Model Selection for Wireless Systems: Online Learning via Digital Twinning | Jun 22, 2024 | Graph Neural NetworkModel Selection | CodeCode Available | 0 | 5 |
| Intrinsically motivated graph exploration using network theories of human curiosity | Jul 11, 2023 | Graph Neural NetworkRecommendation Systems | CodeCode Available | 0 | 5 |
| Inferring Past Human Actions in Homes with Abductive Reasoning | Oct 24, 2022 | DecoderGraph Neural Network | CodeCode Available | 0 | 5 |
| Interpretable Triplet Importance for Personalized Ranking | Jul 28, 2024 | Graph Neural NetworkRecommendation Systems | CodeCode Available | 0 | 5 |
| Invariant Representations of Embedded Simplicial Complexes | Feb 27, 2023 | Graph 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 |
| 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 |
| Automated Seismic Source Characterisation Using Deep Graph Neural Networks | Sep 16, 2020 | BIG-bench Machine LearningGraph Neural Network | CodeCode Available | 0 | 5 |
| Interpretable Embedding Procedure Knowledge Transfer via Stacked Principal Component Analysis and Graph Neural Network | Apr 28, 2021 | Graph Neural NetworkKnowledge Distillation | CodeCode Available | 0 | 5 |
| Intention Adaptive Graph Neural Network for Category-aware Session-based Recommendation | Dec 31, 2021 | Graph Neural NetworkSession-Based Recommendations | CodeCode Available | 0 | 5 |
| Interpretable Graph Neural Networks for Tabular Data | Aug 17, 2023 | Graph Neural NetworkRepresentation Learning | CodeCode Available | 0 | 5 |
| Automated Heterogeneous Network learning with Non-Recursive Message Passing | Jan 10, 2025 | Graph Neural NetworkNeural Architecture Search | CodeCode Available | 0 | 5 |
| Instant Representation Learning for Recommendation over Large Dynamic Graphs | May 22, 2023 | Graph Neural NetworkRecommendation Systems | CodeCode Available | 0 | 5 |
| InkStream: Real-time GNN Inference on Streaming Graphs via Incremental Update | Sep 20, 2023 | CPUGPU | CodeCode Available | 0 | 5 |
| GiPH: Generalizable Placement Learning for Adaptive Heterogeneous Computing | May 23, 2023 | Edge-computingGraph Neural Network | CodeCode Available | 0 | 5 |
| InstaGraM: Instance-level Graph Modeling for Vectorized HD Map Learning | Jan 10, 2023 | Autonomous DrivingGraph Neural Network | CodeCode Available | 0 | 5 |
| Interpretable Graph Neural Networks for Heterogeneous Tabular Data | Aug 14, 2024 | Graph Neural Network | CodeCode Available | 0 | 5 |
| DeepInf: Social Influence Prediction with Deep Learning | Jul 15, 2018 | Deep LearningFeature Engineering | CodeCode Available | 0 | 5 |
| Information Extraction from Visually Rich Documents Using Directed Weighted Graph Neural Network | Sep 11, 2024 | Document Layout Analysisdocument understanding | CodeCode Available | 0 | 5 |
| A hybrid deep-learning-metaheuristic framework for bi-level network design problems | Mar 10, 2023 | Bilevel OptimizationEquilibrium traffic assignment | CodeCode Available | 0 | 5 |
| Infinite Width Graph Neural Networks for Node Regression/ Classification | Oct 12, 2023 | Gaussian ProcessesGraph Attention | CodeCode Available | 0 | 5 |
| AutoGEL: An Automated Graph Neural Network with Explicit Link Information | Dec 2, 2021 | Graph ClassificationGraph Neural Network | CodeCode Available | 0 | 5 |
| Inductive Graph Transformer for Delivery Time Estimation | Nov 5, 2022 | Graph Neural Network | CodeCode Available | 0 | 5 |
| Inferring Individual Direct Causal Effects Under Heterogeneous Peer Influence | May 27, 2023 | Causal InferenceGraph 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 |
| Learning and Evaluating Character Representations in Novels | May 1, 2022 | Graph Neural NetworkWord Embeddings | CodeCode Available | 0 | 5 |
| Moment-Matching Graph-Networks for Causal Inference | Jul 20, 2020 | Causal InferenceGraph Neural Network | CodeCode Available | 0 | 5 |
| Improving Molecular Graph Neural Network Explainability with Orthonormalization and Induced Sparsity | May 11, 2021 | Graph Neural Network | CodeCode Available | 0 | 5 |
| Improving Reliable Navigation under Uncertainty via Predictions Informed by Non-Local Information | Jul 26, 2023 | Graph Neural NetworkNavigate | CodeCode Available | 0 | 5 |
| Imputing Brain Measurements Across Data Sets via Graph Neural Networks | Aug 19, 2023 | Graph Neural NetworkImputation | CodeCode Available | 0 | 5 |
| AutoAC: Towards Automated Attribute Completion for Heterogeneous Graph Neural Network | Jan 8, 2023 | AttributeGraph Learning | CodeCode Available | 0 | 5 |
| DeepCrysTet: A Deep Learning Approach Using Tetrahedral Mesh for Predicting Properties of Crystalline Materials | Sep 7, 2023 | Graph Neural Network | CodeCode Available | 0 | 5 |
| Adapting Triplet Importance of Implicit Feedback for Personalized Recommendation | Aug 2, 2022 | Bilevel OptimizationGraph Neural Network | CodeCode Available | 0 | 5 |
| Improving Hyper-Relational Knowledge Graph Completion | Apr 16, 2021 | Computational EfficiencyGraph Neural Network | CodeCode Available | 0 | 5 |
| Deep Belief Network based representation learning for lncRNA-disease association prediction | Jun 22, 2020 | Graph Neural NetworkRepresentation Learning | CodeCode Available | 0 | 5 |
| Deep Bayesian Optimization on Attributed Graphs | May 31, 2019 | Bayesian OptimizationGaussian Processes | CodeCode Available | 0 | 5 |
| A Unified View on Graph Neural Networks as Graph Signal Denoising | Oct 5, 2020 | DenoisingGraph Neural Network | CodeCode Available | 0 | 5 |
| Improving Graph Neural Network Representations of Logical Formulae with Subgraph Pooling | Nov 15, 2019 | Automated Theorem ProvingDeep Learning | CodeCode Available | 0 | 5 |
| Decoupled Graph Neural Networks for Large Dynamic Graphs | May 14, 2023 | Graph Neural NetworkRecommendation Systems | CodeCode Available | 0 | 5 |
| An Empirical Study of Retrieval-enhanced Graph Neural Networks | Jun 1, 2022 | Graph Neural NetworkGraph Property Prediction | CodeCode Available | 0 | 5 |
| Decoding the Protein-ligand Interactions Using Parallel Graph Neural Networks | Nov 30, 2021 | Explainable artificial intelligenceGraph Neural Network | CodeCode Available | 0 | 5 |
| Improving Cyberbully Detection with User Interaction | Nov 1, 2020 | Graph Neural Network | CodeCode Available | 0 | 5 |
