| Communication Topology Co-Design in Graph Recurrent Neural Network Based Distributed Control | Apr 28, 2021 | Graph Neural Network | CodeCode Available | 0 |
| Representing Schema Structure with Graph Neural Networks for Text-to-SQL Parsing | May 15, 2019 | DecoderGraph Neural Network | CodeCode Available | 0 |
| GraphReach: Position-Aware Graph Neural Network using Reachability Estimations | Aug 19, 2020 | Graph Neural NetworkLink Prediction | CodeCode Available | 0 |
| Spectral Adversarial Training for Robust Graph Neural Network | Nov 20, 2022 | Graph Neural Network | CodeCode Available | 0 |
| Graph Pattern Mining and Learning through User-defined Relations (Extended Version) | Sep 14, 2018 | Graph Neural NetworkStochastic Optimization | CodeCode Available | 0 |
| Molecular Property Prediction: A Multilevel Quantum Interactions Modeling Perspective | Jun 25, 2019 | Graph Neural NetworkGraph Regression | CodeCode Available | 0 |
| AsyReC: A Multimodal Graph-based Framework for Spatio-Temporal Asymmetric Dyadic Relationship Classification | Apr 7, 2025 | Graph Neural NetworkTriplet | CodeCode Available | 0 |
| Graph Normalizing Flows | May 30, 2019 | Graph Neural Network | CodeCode Available | 0 |
| Graph neural topic model with commonsense knowledge | Mar 2, 2023 | Graph Neural Networkmodel | CodeCode Available | 0 |
| MolNet: A Chemically Intuitive Graph Neural Network for Prediction of Molecular Properties | Feb 1, 2022 | Graph Neural Network | CodeCode Available | 0 |
| Graph Neural Network with Local Frame for Molecular Potential Energy Surface | Aug 1, 2022 | GPUGraph Neural Network | CodeCode Available | 0 |
| Monolith to Microservices: Representing Application Software through Heterogeneous Graph Neural Network | Dec 1, 2021 | Graph Neural NetworkRepresentation Learning | CodeCode Available | 0 |
| Automorphic Equivalence-aware Graph Neural Network | Nov 9, 2020 | Graph Neural NetworkRepresentation Learning | CodeCode Available | 0 |
| Morphological-Symmetry-Equivariant Heterogeneous Graph Neural Network for Robotic Dynamics Learning | Dec 2, 2024 | Graph Neural Network | CodeCode Available | 0 |
| Graph Neural Network to Dilute Outliers for Refactoring Monolith Application | Feb 7, 2021 | ClusteringGraph Neural Network | CodeCode Available | 0 |
| Motif-Backdoor: Rethinking the Backdoor Attack on Graph Neural Networks via Motifs | Oct 25, 2022 | Backdoor AttackGraph Neural Network | CodeCode Available | 0 |
| Topics as Entity Clusters: Entity-based Topics from Large Language Models and Graph Neural Networks | Jan 6, 2023 | Graph Neural NetworkLanguage Modelling | CodeCode Available | 0 |
| ÚFAL MRPipe at MRP 2019: UDPipe Goes Semantic in the Meaning Representation Parsing Shared Task | Oct 24, 2019 | Dependency ParsingGraph Neural Network | CodeCode Available | 0 |
| Graph Neural Networks with Parallel Neighborhood Aggregations for Graph Classification | Nov 22, 2021 | ClassificationGraph Classification | CodeCode Available | 0 |
| Combining Generative and Discriminative Models for Hybrid Inference | Jun 6, 2019 | Graph Neural Network | CodeCode Available | 0 |
| Efficient Automatic Machine Learning via Design Graphs | Oct 21, 2022 | AutoMLGraph Classification | CodeCode Available | 0 |
| Graph Neural Networks with convolutional ARMA filters | Jan 5, 2019 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Combinatorial music generation model with song structure graph analysis | Dec 24, 2023 | Graph Neural NetworkMusic Generation | CodeCode Available | 0 |
| MR-GNN: Multi-Resolution and Dual Graph Neural Network for Predicting Structured Entity Interactions | May 23, 2019 | Graph Neural Network | CodeCode Available | 0 |
| Graph Neural Networks on Discriminative Graphs of Words | Oct 27, 2024 | Classificationgraph construction | CodeCode Available | 0 |
| Variational Inference for Graph Convolutional Networks in the Absence of Graph Data and Adversarial Settings | Jun 5, 2019 | Bayesian InferenceGeneral Classification | CodeCode Available | 0 |
| Rethinking and Accelerating Graph Condensation: A Training-Free Approach with Class Partition | May 22, 2024 | Graph Neural Network | CodeCode Available | 0 |
| Rethinking Cancer Gene Identification through Graph Anomaly Analysis | Dec 23, 2024 | Graph Neural Network | CodeCode Available | 0 |
| MuGNet: Multi-Resolution Graph Neural Network for Large-Scale Pointcloud Segmentation | Nov 16, 2020 | GPUGraph Neural Network | CodeCode Available | 0 |
| Select2Col: Leveraging Spatial-Temporal Importance of Semantic Information for Efficient Collaborative Perception | Jul 31, 2023 | Graph Neural Network | CodeCode Available | 0 |
| Efficient and Effective Implicit Dynamic Graph Neural Network | Jun 25, 2024 | Bilevel OptimizationGraph Neural Network | CodeCode Available | 0 |
| Effective Illicit Account Detection on Large Cryptocurrency MultiGraphs | Sep 4, 2023 | Feature EngineeringGraph Neural Network | CodeCode Available | 0 |
| Graph Neural Networks for Virtual Sensing in Complex Systems: Addressing Heterogeneous Temporal Dynamics | Jul 26, 2024 | Graph Neural NetworkLoad Virtual Sensing | CodeCode Available | 0 |
| edGNN: a Simple and Powerful GNN for Directed Labeled Graphs | Apr 18, 2019 | Graph ClassificationGraph Neural Network | CodeCode Available | 0 |
| COMBHelper: A Neural Approach to Reduce Search Space for Graph Combinatorial Problems | Dec 14, 2023 | Combinatorial OptimizationGraph Neural Network | CodeCode Available | 0 |
| A Comparative Analysis of Gene Expression Profiling by Statistical and Machine Learning Approaches | Feb 1, 2024 | feature selectionGraph Neural Network | CodeCode Available | 0 |
| Uplift Modeling Under Limited Supervision | Mar 28, 2024 | Graph Neural NetworkNode Regression | CodeCode Available | 0 |
| Edge-similarity-aware Graph Neural Networks | Sep 20, 2021 | Graph Neural Network | CodeCode Available | 0 |
| Multi-camera Torso Pose Estimation using Graph Neural Networks | Jul 28, 2020 | Graph Neural NetworkPose Estimation | CodeCode Available | 0 |
| Edge-labeling Graph Neural Network for Few-shot Learning | May 4, 2019 | ClusteringFew-Shot Image Classification | CodeCode Available | 0 |
| Multi-Channel Graph Neural Network for Entity Alignment | Aug 26, 2019 | Entity AlignmentGraph Neural Network | CodeCode Available | 0 |
| Multi-dataset and Transfer Learning Using Gene Expression Knowledge Graphs | Mar 26, 2025 | Data IntegrationGraph Embedding | CodeCode Available | 0 |
| Reversible Graph Neural Network-based Reaction Distribution Learning for Multiple Appropriate Facial Reactions Generation | May 24, 2023 | Graph Neural Network | CodeCode Available | 0 |
| Multi-Evidence based Fact Verification via A Confidential Graph Neural Network | May 17, 2024 | Fact VerificationGraph Attention | CodeCode Available | 0 |
| Cognitive Graph for Multi-Hop Reading Comprehension at Scale | May 14, 2019 | Graph Neural NetworkMulti-hop Question Answering | CodeCode Available | 0 |
| Co-evolution-based Metal-binding Residue Prediction with Graph Neural Networks | Feb 22, 2025 | Graph Neural NetworkPrediction | CodeCode Available | 0 |
| Cloudy with a Chance of Anomalies: Dynamic Graph Neural Network for Early Detection of Cloud Services' User Anomalies | Sep 19, 2024 | Anomaly DetectionGraph Embedding | CodeCode Available | 0 |
| Multi Graph Neural Network for Extractive Long Document Summarization | Oct 1, 2022 | Document SummarizationGraph Neural Network | CodeCode Available | 0 |
| Multi-Graph Transformer for Free-Hand Sketch Recognition | Dec 24, 2019 | Graph Neural NetworkSketch Recognition | CodeCode Available | 0 |
| A Cluster-Based Trip Prediction Graph Neural Network Model for Bike Sharing Systems | Jan 3, 2022 | ClusteringGraph Neural Network | CodeCode Available | 0 |