| Fast and Flexible Protein Design Using Deep Graph Neural Networks | Sep 23, 2020 | Graph Neural NetworkProtein Design | CodeCode Available | 0 | 5 |
| SimGNN: A Neural Network Approach to Fast Graph Similarity Computation | Aug 16, 2018 | Graph ClassificationGraph Neural Network | CodeCode Available | 0 | 5 |
| Comparative Analysis of FPGA and GPU Performance for Machine Learning-Based Track Reconstruction at LHCb | Feb 4, 2025 | GPUGraph Neural Network | CodeCode Available | 0 | 5 |
| DYMAG: Rethinking Message Passing Using Dynamical-systems-based Waveforms | Sep 18, 2023 | Graph Neural NetworkProperty Prediction | CodeCode Available | 0 | 5 |
| Moment-Matching Graph-Networks for Causal Inference | Jul 20, 2020 | Causal InferenceGraph Neural Network | CodeCode Available | 0 | 5 |
| Graph Warp Module: an Auxiliary Module for Boosting the Power of Graph Neural Networks in Molecular Graph Analysis | Feb 4, 2019 | Graph Neural Network | CodeCode Available | 0 | 5 |
| HAConvGNN: Hierarchical Attention Based Convolutional Graph Neural Network for Code Documentation Generation in Jupyter Notebooks | Mar 31, 2021 | Code Documentation GenerationCode Summarization | 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 |
| Fashion Recommendation: Outfit Compatibility using GNN | Apr 28, 2024 | Graph Neural Network | CodeCode Available | 0 | 5 |
| FALCON: Feature-Label Constrained Graph Net Collapse for Memory Efficient GNNs | Dec 27, 2023 | BenchmarkingGPU | CodeCode Available | 0 | 5 |
| GraphFlow: Exploiting Conversation Flow with Graph Neural Networks for Conversational Machine Comprehension | Jul 31, 2019 | Graph Neural NetworkGraph structure learning | CodeCode Available | 0 | 5 |
| GraphFM: A Comprehensive Benchmark for Graph Foundation Model | Jun 12, 2024 | GPUGraph Neural Network | CodeCode Available | 0 | 5 |
| Community Detection with Graph Neural Networks | Oct 25, 2018 | Community DetectionGraph Classification | CodeCode Available | 0 | 5 |
| Graph Sparsifications using Neural Network Assisted Monte Carlo Tree Search | Nov 17, 2023 | Graph Neural NetworkTraveling Salesman Problem | CodeCode Available | 0 | 5 |
| Graph Signal Processing for Global Stock Market Realized Volatility Forecasting | Oct 30, 2024 | Graph Neural Network | CodeCode Available | 0 | 5 |
| Communication Topology Co-Design in Graph Recurrent Neural Network Based Distributed Control | Apr 28, 2021 | Graph Neural Network | CodeCode Available | 0 | 5 |
| Graph similarity learning for change-point detection in dynamic networks | Mar 29, 2022 | Change Point DetectionFraud Detection | CodeCode Available | 0 | 5 |
| Graph-SCP: Accelerating Set Cover Problems with Graph Neural Networks | Oct 12, 2023 | Combinatorial OptimizationGraph Neural Network | CodeCode Available | 0 | 5 |
| Graph-Sequential Alignment and Uniformity: Toward Enhanced Recommendation Systems | Dec 5, 2024 | Graph Neural NetworkRecommendation Systems | CodeCode Available | 0 | 5 |
| GraphSleepNet: Adaptive Spatial-Temporal Graph Convolutional Networks for Sleep Stage Classification | Jul 9, 2020 | Automatic Sleep Stage ClassificationClassification | CodeCode Available | 0 | 5 |
| DeepInf: Social Influence Prediction with Deep Learning | Jul 15, 2018 | Deep LearningFeature Engineering | CodeCode Available | 0 | 5 |
| Graphine: A Dataset for Graph-aware Terminology Definition Generation | Sep 9, 2021 | Graph Neural NetworkGraph Representation Learning | CodeCode Available | 0 | 5 |
| Graph Pattern Mining and Learning through User-defined Relations (Extended Version) | Sep 14, 2018 | Graph Neural NetworkStochastic Optimization | CodeCode Available | 0 | 5 |
| Graph neural topic model with commonsense knowledge | Mar 2, 2023 | Graph Neural Networkmodel | CodeCode Available | 0 | 5 |
| Factorial User Modeling with Hierarchical Graph Neural Network for Enhanced Sequential Recommendation | Jul 27, 2022 | Graph Neural NetworkSequential Recommendation | CodeCode Available | 0 | 5 |
| Graph Normalizing Flows | May 30, 2019 | Graph Neural Network | CodeCode Available | 0 | 5 |
| Automorphic Equivalence-aware Graph Neural Network | Nov 9, 2020 | Graph Neural NetworkRepresentation Learning | CodeCode Available | 0 | 5 |
| A Comparative Analysis of Gene Expression Profiling by Statistical and Machine Learning Approaches | Feb 1, 2024 | feature selectionGraph Neural Network | CodeCode Available | 0 | 5 |
| GraphMix: Improved Training of GNNs for Semi-Supervised Learning | Sep 25, 2019 | Generalization BoundsGraph Attention | CodeCode Available | 0 | 5 |
| Graph Neural Network with Local Frame for Molecular Potential Energy Surface | Aug 1, 2022 | GPUGraph Neural Network | CodeCode Available | 0 | 5 |
| Extrapolating paths with graph neural networks | Mar 18, 2019 | Graph Neural Network | CodeCode Available | 0 | 5 |
| Graph Neural Network to Dilute Outliers for Refactoring Monolith Application | Feb 7, 2021 | ClusteringGraph Neural Network | CodeCode Available | 0 | 5 |
| GraphReach: Position-Aware Graph Neural Network using Reachability Estimations | Aug 19, 2020 | Graph Neural NetworkLink Prediction | CodeCode Available | 0 | 5 |
| On Graph Neural Network Ensembles for Large-Scale Molecular Property Prediction | Jun 29, 2021 | Active LearningGraph Neural Network | CodeCode Available | 0 | 5 |
| Graph Neural Based End-to-end Data Association Framework for Online Multiple-Object Tracking | Jul 11, 2019 | Graph Neural NetworkMultiple Object Tracking | CodeCode Available | 0 | 5 |
| Graph Neural Diffusion Networks for Semi-supervised Learning | Jan 24, 2022 | Graph Neural Network | CodeCode Available | 0 | 5 |
| Graph Structure Learning for Tumor Microenvironment with Cell Type Annotation from non-spatial scRNA-seq data | Feb 4, 2025 | Graph Neural NetworkGraph structure learning | CodeCode Available | 0 | 5 |
| Combining Generative and Discriminative Models for Hybrid Inference | Jun 6, 2019 | Graph Neural Network | CodeCode Available | 0 | 5 |
| Extending Transductive Knowledge Graph Embedding Models for Inductive Logical Relational Inference | Sep 7, 2023 | Graph EmbeddingGraph Neural Network | CodeCode Available | 0 | 5 |
| Graph Neural Networks on Discriminative Graphs of Words | Oct 27, 2024 | Classificationgraph construction | CodeCode Available | 0 | 5 |
| Graph Neural Networks for Virtual Sensing in Complex Systems: Addressing Heterogeneous Temporal Dynamics | Jul 26, 2024 | Graph Neural NetworkLoad Virtual Sensing | CodeCode Available | 0 | 5 |
| Anticipating Technical Expertise and Capability Evolution in Research Communities using Dynamic Graph Transformers | Jul 18, 2023 | Graph Neural NetworkLink Prediction | CodeCode Available | 0 | 5 |
| Graph Neural Networks with convolutional ARMA filters | Jan 5, 2019 | ClassificationGeneral Classification | CodeCode Available | 0 | 5 |
| Combinatorial music generation model with song structure graph analysis | Dec 24, 2023 | Graph Neural NetworkMusic Generation | CodeCode Available | 0 | 5 |
| A Survey of Graph Neural Networks for Recommender Systems: Challenges, Methods, and Directions | Sep 27, 2021 | graph constructionGraph Neural Network | CodeCode Available | 0 | 5 |
| Optimizing Luxury Vehicle Dealership Networks: A Graph Neural Network Approach to Site Selection | Aug 25, 2024 | Decision MakingGraph Neural Network | CodeCode Available | 0 | 5 |
| 3D Graph Neural Networks for RGBD Semantic Segmentation | Oct 1, 2017 | Graph Neural NetworkRGBD Semantic Segmentation | CodeCode Available | 0 | 5 |
| Graph Neural Networks for Social Recommendation | Feb 19, 2019 | Graph Neural NetworkRecommendation Systems | CodeCode Available | 0 | 5 |
| COMBHelper: A Neural Approach to Reduce Search Space for Graph Combinatorial Problems | Dec 14, 2023 | Combinatorial OptimizationGraph Neural Network | CodeCode Available | 0 | 5 |
| Graph Neural Networks for Image Understanding Based on Multiple Cues: Group Emotion Recognition and Event Recognition as Use Cases | Sep 19, 2019 | Emotion RecognitionGraph Neural Network | CodeCode Available | 0 | 5 |
