| GraphDIVE: Graph Classification by Mixture of Diverse Experts | Mar 21, 2021 | ClassificationGraph Classification | 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 |
| Fast and Flexible Protein Design Using Deep Graph Neural Networks | Sep 23, 2020 | Graph Neural NetworkProtein Design | 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 |
| Moment-Matching Graph-Networks for Causal Inference | Jul 20, 2020 | Causal InferenceGraph 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 |
| Graph similarity learning for change-point detection in dynamic networks | Mar 29, 2022 | Change Point DetectionFraud Detection | 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-Supported Dynamic Algorithm Configuration for Multi-Objective Combinatorial Optimization | May 22, 2025 | Combinatorial OptimizationDeep Reinforcement Learning | CodeCode Available | 0 | 5 |
| Neural Guided Constraint Logic Programming for Program Synthesis | Sep 8, 2018 | Graph Neural NetworkProgram Synthesis | CodeCode Available | 0 | 5 |
| GResNet: Graph Residual Network for Reviving Deep GNNs from Suspended Animation | Sep 12, 2019 | Graph Neural NetworkNode Classification | CodeCode Available | 0 | 5 |
| GraphFM: A Comprehensive Benchmark for Graph Foundation Model | Jun 12, 2024 | GPUGraph Neural Network | 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 |
| Community Detection with Graph Neural Networks | Oct 25, 2018 | Community DetectionGraph Classification | CodeCode Available | 0 | 5 |
| GraphReach: Position-Aware Graph Neural Network using Reachability Estimations | Aug 19, 2020 | Graph Neural NetworkLink Prediction | 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 neural topic model with commonsense knowledge | Mar 2, 2023 | Graph Neural Networkmodel | CodeCode Available | 0 | 5 |
| Graph Normalizing Flows | May 30, 2019 | Graph Neural Network | 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 Networks with Parallel Neighborhood Aggregations for Graph Classification | Nov 22, 2021 | ClassificationGraph Classification | 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 Neural Networks with convolutional ARMA filters | Jan 5, 2019 | ClassificationGeneral Classification | CodeCode Available | 0 | 5 |
| Graph Neural Network to Dilute Outliers for Refactoring Monolith Application | Feb 7, 2021 | ClusteringGraph Neural Network | 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 |
