| DeepGate: Learning Neural Representations of Logic Gates | Nov 26, 2021 | Graph Neural NetworkRepresentation Learning | CodeCode Available | 1 |
| Retain, Blend, and Exchange: A Quality-aware Spatial-Stereo Fusion Approach for Event Stream Recognition | Jun 27, 2024 | Graph Neural Network | CodeCode Available | 1 |
| Graph-based, Self-Supervised Program Repair from Diagnostic Feedback | May 20, 2020 | Code GenerationDiagnostic | CodeCode Available | 1 |
| Rethinking pooling in graph neural networks | Oct 22, 2020 | ClusteringGraph Neural Network | CodeCode Available | 1 |
| RetroXpert: Decompose Retrosynthesis Prediction like a Chemist | Nov 4, 2020 | Graph Neural NetworkPrediction | CodeCode Available | 1 |
| RF-GNN: Random Forest Boosted Graph Neural Network for Social Bot Detection | Apr 14, 2023 | Ensemble Learningfeature selection | CodeCode Available | 1 |
| Exploring Heterogeneity and Uncertainty for Graph-based Cognitive Diagnosis Models in Intelligent Education | Feb 15, 2024 | cognitive diagnosisGraph Neural Network | CodeCode Available | 1 |
| RIGNO: A Graph-based framework for robust and accurate operator learning for PDEs on arbitrary domains | Jan 31, 2025 | DiversityGraph Neural Network | CodeCode Available | 1 |
| Road Planning for Slums via Deep Reinforcement Learning | May 22, 2023 | BlockingDeep Reinforcement Learning | CodeCode Available | 1 |
| Robust Collaborative Perception without External Localization and Clock Devices | May 5, 2024 | Graph Neural Network | CodeCode Available | 1 |
| RoutePlacer: An End-to-End Routability-Aware Placer with Graph Neural Network | Jun 4, 2024 | Graph Neural Network | CodeCode Available | 1 |
| Discrete-time Temporal Network Embedding via Implicit Hierarchical Learning in Hyperbolic Space | Jul 8, 2021 | Graph EmbeddingGraph Neural Network | CodeCode Available | 1 |
| RU-Net: Regularized Unrolling Network for Scene Graph Generation | May 3, 2022 | DenoisingDiversity | CodeCode Available | 1 |
| DisenHAN: Disentangled Heterogeneous Graph Attention Network for Recommendation | Jun 21, 2021 | Collaborative FilteringGraph Attention | CodeCode Available | 1 |
| Disentangled Graph Neural Networks for Session-based Recommendation | Jan 10, 2022 | Graph Neural NetworkSession-Based Recommendations | CodeCode Available | 1 |
| Disentangled Graph Social Recommendation | Mar 14, 2023 | Graph Neural NetworkRecommendation Systems | CodeCode Available | 1 |
| Scalable Resource Management for Dynamic MEC: An Unsupervised Link-Output Graph Neural Network Approach | Jun 15, 2023 | Edge-computingGraph Neural Network | CodeCode Available | 1 |
| Scalable Surface Reconstruction with Delaunay-Graph Neural Networks | Jul 13, 2021 | Graph Neural NetworkSurface Reconstruction | CodeCode Available | 1 |
| AMGNET: multi-scale graph neural networks for flow field prediction | Oct 13, 2022 | DecoderDeep Learning | CodeCode Available | 1 |
| Scene Designer: a Unified Model for Scene Search and Synthesis from Sketch | Aug 16, 2021 | Contrastive LearningGraph Neural Network | CodeCode Available | 1 |
| Bilinear Graph Neural Network with Neighbor Interactions | Feb 10, 2020 | General ClassificationGraph Neural Network | CodeCode Available | 1 |
| Distance-Enhanced Graph Neural Network for Link Prediction | May 20, 2021 | Graph Neural NetworkLink Prediction | CodeCode Available | 1 |
| PM2.5-GNN: A Domain Knowledge Enhanced Graph Neural Network For PM2.5 Forecasting | Feb 10, 2020 | Graph Neural Network | CodeCode Available | 1 |
| Distance-wise Prototypical Graph Neural Network in Node Imbalance Classification | Oct 22, 2021 | ClassificationGraph Neural Network | CodeCode Available | 1 |
| WiGNet: Windowed Vision Graph Neural Network | Oct 1, 2024 | Graph Neural Network | CodeCode Available | 1 |
