| Invertible Neural Networks for Graph Prediction | Jun 2, 2022 | Anomaly DetectionGraph Neural Network | CodeCode Available | 0 | 5 |
| 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 | 5 |
| ADAMM: Anomaly Detection of Attributed Multi-graphs with Metadata: A Unified Neural Network Approach | Nov 13, 2023 | Anomaly DetectionGraph Neural Network | CodeCode Available | 0 | 5 |
| Invariant Representations of Embedded Simplicial Complexes | Feb 27, 2023 | Graph 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 |
| Jet Discrimination with Quantum Complete Graph Neural Network | Mar 8, 2024 | Graph Neural NetworkQuantum Machine Learning | CodeCode Available | 0 | 5 |
| AdaGrid: Adaptive Grid Search for Link Prediction Training Objective | Mar 30, 2022 | BIG-bench Machine LearningGraph Neural Network | CodeCode Available | 0 | 5 |
| DDoS: A Graph Neural Network based Drug Synergy Prediction Algorithm | Oct 3, 2022 | 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 Graph Neural Networks for Tabular Data | Aug 17, 2023 | Graph Neural NetworkRepresentation Learning | CodeCode Available | 0 | 5 |
| Attention-based Graph Neural Network for Semi-supervised Learning | Mar 10, 2018 | Graph Neural NetworkGraph Regression | CodeCode Available | 0 | 5 |
| Interpretable Graph Neural Networks for Heterogeneous Tabular Data | Aug 14, 2024 | Graph Neural Network | CodeCode Available | 0 | 5 |
| Interpretable Triplet Importance for Personalized Ranking | Jul 28, 2024 | Graph Neural NetworkRecommendation Systems | 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 |
| Time-Series Event Prediction with Evolutionary State Graph | May 10, 2019 | Graph Neural NetworkPrediction | CodeCode Available | 0 | 5 |
| Instant Representation Learning for Recommendation over Large Dynamic Graphs | May 22, 2023 | Graph Neural NetworkRecommendation Systems | 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 |
| Intrinsically motivated graph exploration using network theories of human curiosity | Jul 11, 2023 | Graph Neural NetworkRecommendation Systems | CodeCode Available | 0 | 5 |
| Knowledge-Enhanced Recommendation with User-Centric Subgraph Network | Mar 21, 2024 | Collaborative FilteringGraph Neural Network | 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 |
| Data-Driven Learning of Geometric Scattering Networks | Oct 6, 2020 | DescriptiveGraph Classification | CodeCode Available | 0 | 5 |
| Infinite Width Graph Neural Networks for Node Regression/ Classification | Oct 12, 2023 | Gaussian ProcessesGraph Attention | CodeCode Available | 0 | 5 |
| Data augmentation on graphs for table type classification | Aug 23, 2022 | ClassificationData Augmentation | 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 |
| InkStream: Real-time GNN Inference on Streaming Graphs via Incremental Update | Sep 20, 2023 | CPUGPU | CodeCode Available | 0 | 5 |
| Incrementally Improving Graph WaveNet Performance on Traffic Prediction | Dec 11, 2019 | Graph Neural NetworkPrediction | 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 |
| DAMSL: Domain Agnostic Meta Score-based Learning | Jun 6, 2021 | Cross-Domain Few-Shotcross-domain few-shot learning | CodeCode Available | 0 | 5 |
| Improving Hyper-Relational Knowledge Graph Completion | Apr 16, 2021 | Computational EfficiencyGraph Neural Network | CodeCode Available | 0 | 5 |
| DAG-GNN: DAG Structure Learning with Graph Neural Networks | Apr 22, 2019 | Graph Neural Network | CodeCode Available | 0 | 5 |
| Calibrating and Improving Graph Contrastive Learning | Jan 27, 2021 | Contrastive LearningGraph Clustering | 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 |
| InstaGraM: Instance-level Graph Modeling for Vectorized HD Map Learning | Jan 10, 2023 | Autonomous DrivingGraph Neural Network | CodeCode Available | 0 | 5 |
| Improving Cyberbully Detection with User Interaction | Nov 1, 2020 | Graph Neural Network | CodeCode Available | 0 | 5 |
| Article Classification with Graph Neural Networks and Multigraphs | Sep 20, 2023 | ArticlesClassification | 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 |
| CVTGAD: Simplified Transformer with Cross-View Attention for Unsupervised Graph-level Anomaly Detection | May 3, 2024 | Anomaly DetectionData Augmentation | CodeCode Available | 0 | 5 |
| AdaGCN: Adaboosting Graph Convolutional Networks into Deep Models | Aug 14, 2019 | Graph Neural NetworkNode Classification | CodeCode Available | 0 | 5 |
| Impact-Oriented Contextual Scholar Profiling using Self-Citation Graphs | Apr 24, 2023 | Graph Neural Network | CodeCode Available | 0 | 5 |
| HyperTrack: Neural Combinatorics for High Energy Physics | Sep 25, 2023 | ClusteringContrastive Learning | CodeCode Available | 0 | 5 |
| Hyper-SAGNN: a self-attention based graph neural network for hypergraphs | Nov 6, 2019 | Graph Neural NetworkGraph Representation Learning | CodeCode Available | 0 | 5 |
| Identity Inference on Blockchain using Graph Neural Network | Apr 14, 2021 | Graph ClassificationGraph Mining | CodeCode Available | 0 | 5 |
| Hyperbolic Graph Attention Network | Dec 6, 2019 | AnatomyGraph Attention | CodeCode Available | 0 | 5 |
| HyboWaveNet: Hyperbolic Graph Neural Networks with Multi-Scale Wavelet Transform for Protein-Protein Interaction Prediction | Apr 27, 2025 | Graph Neural NetworkPrediction | CodeCode Available | 0 | 5 |
| Imbalanced Graph Classification with Multi-scale Oversampling Graph Neural Networks | May 8, 2024 | Graph ClassificationGraph 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 |
| Learning to Simulate Aerosol Dynamics with Graph Neural Networks | Sep 20, 2024 | Graph Neural Network | CodeCode Available | 0 | 5 |
| A Targeted Universal Attack on Graph Convolutional Network | Nov 29, 2020 | Adversarial AttackGraph Neural Network | CodeCode Available | 0 | 5 |
