| Detecting Communities from Heterogeneous Graphs: A Context Path-based Graph Neural Network Model | Sep 5, 2021 | Community DetectionGraph Embedding | CodeCode Available | 1 | 5 |
| Graph WaveNet for Deep Spatial-Temporal Graph Modeling | May 31, 2019 | Graph Neural NetworkRelation | CodeCode Available | 1 | 5 |
| Graph Augmentation for Recommendation | Mar 25, 2024 | Contrastive LearningGraph Neural Network | CodeCode Available | 1 | 5 |
| Planning with Learned Object Importance in Large Problem Instances using Graph Neural Networks | Sep 11, 2020 | Graph Neural NetworkMotion Planning | CodeCode Available | 1 | 5 |
| DeepPanoContext: Panoramic 3D Scene Understanding with Holistic Scene Context Graph and Relation-based Optimization | Aug 24, 2021 | DiversityGraph Neural Network | CodeCode Available | 1 | 5 |
| Point-GNN: Graph Neural Network for 3D Object Detection in a Point Cloud | Mar 2, 2020 | 3D Object DetectionGraph Neural Network | CodeCode Available | 1 | 5 |
| PolyGNN: Polyhedron-based Graph Neural Network for 3D Building Reconstruction from Point Clouds | Jul 17, 2023 | Graph Neural NetworkNode Classification | CodeCode Available | 1 | 5 |
| DeepProtein: Deep Learning Library and Benchmark for Protein Sequence Learning | Oct 2, 2024 | Deep LearningDrug Discovery | CodeCode Available | 1 | 5 |
| Graph-based, Self-Supervised Program Repair from Diagnostic Feedback | May 20, 2020 | Code GenerationDiagnostic | CodeCode Available | 1 | 5 |
| PIGNet2: A Versatile Deep Learning-based Protein-Ligand Interaction Prediction Model for Binding Affinity Scoring and Virtual Screening | Jul 3, 2023 | Data AugmentationDrug Discovery | CodeCode Available | 1 | 5 |
| Graph Colouring Meets Deep Learning: Effective Graph Neural Network Models for Combinatorial Problems | Mar 11, 2019 | Deep LearningGraph Neural Network | CodeCode Available | 1 | 5 |
| Power Flow Balancing with Decentralized Graph Neural Networks | Nov 3, 2021 | Graph Neural Network | CodeCode Available | 1 | 5 |
| Powerformer: A Section-adaptive Transformer for Power Flow Adjustment | Jan 5, 2024 | Graph Neural Network | CodeCode Available | 1 | 5 |
| AI-accelerated Discovery of Altermagnetic Materials | Nov 8, 2023 | Graph Neural Network | CodeCode Available | 1 | 5 |
| DeepSphere: towards an equivariant graph-based spherical CNN | Apr 8, 2019 | Graph Neural Network | CodeCode Available | 1 | 5 |
| Graph Convolution-Based Deep Reinforcement Learning for Multi-Agent Decision-Making in Mixed Traffic Environments | Jan 30, 2022 | Autonomous VehiclesDecision Making | CodeCode Available | 1 | 5 |
| Differentiable Graph Module (DGM) for Graph Convolutional Networks | Feb 11, 2020 | Disease PredictionGraph Neural Network | CodeCode Available | 1 | 5 |
| Adaptive Graph Convolutional Recurrent Network for Traffic Forecasting | Jul 6, 2020 | Graph GenerationGraph Neural Network | CodeCode Available | 1 | 5 |
| Primal-Dual Mesh Convolutional Neural Networks | Oct 23, 2020 | ClusteringGraph Neural Network | CodeCode Available | 1 | 5 |
| deGraphCS: Embedding Variable-based Flow Graph for Neural Code Search | Mar 24, 2021 | Code SearchGraph Neural Network | CodeCode Available | 1 | 5 |
| BAGEL: A Benchmark for Assessing Graph Neural Network Explanations | Jun 28, 2022 | BIG-bench Machine LearningGraph Classification | CodeCode Available | 1 | 5 |
| Air Traffic Controller Workload Level Prediction using Conformalized Dynamical Graph Learning | Jul 20, 2023 | Conformal PredictionGraph Learning | CodeCode Available | 1 | 5 |
| PromSec: Prompt Optimization for Secure Generation of Functional Source Code with Large Language Models (LLMs) | Sep 19, 2024 | Code GenerationContrastive Learning | CodeCode Available | 1 | 5 |
| Pyramidal Reservoir Graph Neural Network | Apr 10, 2021 | Computational EfficiencyGraph Embedding | CodeCode Available | 1 | 5 |
| FedGraphNN: A Federated Learning System and Benchmark for Graph Neural Networks | Apr 14, 2021 | Federated LearningGraph Neural Network | CodeCode Available | 1 | 5 |
