| Knowledge-aware Graph Neural Networks with Label Smoothness Regularization for Recommender Systems | May 11, 2019 | Feature EngineeringGraph Neural Network | CodeCode Available | 0 | 5 |
| Differentiable graph-structured models for inverse design of lattice materials | Apr 11, 2023 | Graph Neural Network | CodeCode Available | 0 | 5 |
| LASE: Learned Adjacency Spectral Embeddings | Dec 23, 2024 | Graph AttentionGraph Neural Network | CodeCode Available | 0 | 5 |
| Bermuda Triangles: GNNs Fail to Detect Simple Topological Structures | May 1, 2021 | Graph Neural Network | CodeCode Available | 0 | 5 |
| Joint Graph Learning and Matching for Semantic Feature Correspondence | Sep 1, 2021 | Graph LearningGraph Matching | CodeCode Available | 0 | 5 |
| Joint Flying Relay Location and Routing Optimization for 6G UAV–IoT Networks: A Graph Neural Network-Based Approach | Sep 3, 2022 | Graph 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 |
| Jet Discrimination with Quantum Complete Graph Neural Network | Mar 8, 2024 | Graph Neural NetworkQuantum Machine Learning | CodeCode Available | 0 | 5 |
| A Biased Graph Neural Network Sampler with Near-Optimal Regret | Mar 1, 2021 | Graph Neural Network | 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 |
| iSpLib: A Library for Accelerating Graph Neural Networks using Auto-tuned Sparse Operations | Mar 21, 2024 | CPUGraph 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 |
| Devign: Effective Vulnerability Identification by Learning Comprehensive Program Semantics via Graph Neural Networks | Sep 8, 2019 | General ClassificationGraph 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 |
| Iterative GNN-based Decoder for Question Generation | Nov 1, 2021 | DecoderGraph Neural Network | CodeCode Available | 0 | 5 |
| Detecting Vulnerable Nodes in Urban Infrastructure Interdependent Network | Jul 19, 2023 | Graph Neural Network | CodeCode Available | 0 | 5 |
| Alchemy: A Quantum Chemistry Dataset for Benchmarking AI Models | Jun 22, 2019 | BenchmarkingBIG-bench Machine Learning | CodeCode Available | 0 | 5 |
| Invertible Neural Networks for Graph Prediction | Jun 2, 2022 | Anomaly DetectionGraph 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 |
| LatentGNN: Learning Efficient Non-local Relations for Visual Recognition | May 28, 2019 | Graph Neural Network | CodeCode Available | 0 | 5 |
| Detecting structural perturbations from time series with deep learning | Jun 9, 2020 | Bayesian InferenceDeep Learning | CodeCode Available | 0 | 5 |
| Detecting Spoilers in Movie Reviews with External Movie Knowledge and User Networks | Apr 22, 2023 | Graph Neural Network | CodeCode Available | 0 | 5 |
| BeMap: Balanced Message Passing for Fair Graph Neural Network | Jun 7, 2023 | FairnessGraph Neural Network | CodeCode Available | 0 | 5 |
| Behavior Pattern Mining-based Multi-Behavior Recommendation | Aug 22, 2024 | Graph Neural NetworkRecommendation Systems | CodeCode Available | 0 | 5 |
| A Lagrangian Approach to Information Propagation in Graph Neural Networks | Feb 18, 2020 | Graph Neural Network | CodeCode Available | 0 | 5 |
| Interpretable Graph Neural Networks for Tabular Data | Aug 17, 2023 | Graph Neural NetworkRepresentation Learning | CodeCode Available | 0 | 5 |
| Detecting Homeomorphic 3-manifolds via Graph Neural Networks | Sep 1, 2024 | Graph Neural Network | 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 Embedding Procedure Knowledge Transfer via Stacked Principal Component Analysis and Graph Neural Network | Apr 28, 2021 | Graph Neural NetworkKnowledge Distillation | CodeCode Available | 0 | 5 |
| Interpretable Graph Neural Networks for Heterogeneous Tabular Data | Aug 14, 2024 | Graph 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 |
| InstaGraM: Instance-level Graph Modeling for Vectorized HD Map Learning | Jan 10, 2023 | Autonomous DrivingGraph Neural Network | CodeCode Available | 0 | 5 |
| DepWiGNN: A Depth-wise Graph Neural Network for Multi-hop Spatial Reasoning in Text | Oct 19, 2023 | Graph Neural NetworkSpatial Reasoning | CodeCode Available | 0 | 5 |
| Infinite Width Graph Neural Networks for Node Regression/ Classification | Oct 12, 2023 | Gaussian ProcessesGraph Attention | 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 |
| ABG-NAS: Adaptive Bayesian Genetic Neural Architecture Search for Graph Representation Learning | Apr 30, 2025 | Graph Neural NetworkGraph Representation Learning | CodeCode Available | 0 | 5 |
| Inferring Individual Direct Causal Effects Under Heterogeneous Peer Influence | May 27, 2023 | Causal InferenceGraph Neural Network | 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 Retinal Disease Prediction Using Biology-Informed Heterogeneous Graph Representations | Feb 23, 2025 | Disease PredictionGraph Neural Network | CodeCode Available | 0 | 5 |
| BANGS: Game-Theoretic Node Selection for Graph Self-Training | Oct 12, 2024 | Graph Neural Network | CodeCode Available | 0 | 5 |
| DEMO-Net: Degree-specific Graph Neural Networks for Node and Graph Classification | Jun 5, 2019 | General ClassificationGraph Classification | CodeCode Available | 0 | 5 |
| DeltaGNN: Graph Neural Network with Information Flow Control | Jan 10, 2025 | Graph Neural NetworkNode Classification | CodeCode Available | 0 | 5 |
| Delay-aware Backpressure Routing Using Graph Neural Networks | Nov 19, 2022 | Graph Neural Network | CodeCode Available | 0 | 5 |
| Inductive Graph Transformer for Delivery Time Estimation | Nov 5, 2022 | Graph Neural Network | CodeCode Available | 0 | 5 |
| DEGNN: Dual Experts Graph Neural Network Handling Both Edge and Node Feature Noise | Apr 14, 2024 | Graph Neural NetworkGraph structure learning | CodeCode Available | 0 | 5 |
| Back to the Future: GNN-based NO_2 Forecasting via Future Covariates | Apr 8, 2024 | Graph Neural Network | CodeCode Available | 0 | 5 |
| A Vlogger-augmented Graph Neural Network Model for Micro-video Recommendation | May 28, 2024 | Contrastive LearningGraph Neural Network | CodeCode Available | 0 | 5 |
| DeepTPI: Test Point Insertion with Deep Reinforcement Learning | Jun 7, 2022 | Deep Reinforcement LearningGraph Neural Network | CodeCode Available | 0 | 5 |
| Imputing Brain Measurements Across Data Sets via Graph Neural Networks | Aug 19, 2023 | Graph Neural NetworkImputation | CodeCode Available | 0 | 5 |
| Deep Spatial Domain Generalization | Oct 3, 2022 | Domain GeneralizationGraph Neural Network | CodeCode Available | 0 | 5 |
