| DGNN-Booster: A Generic FPGA Accelerator Framework For Dynamic Graph Neural Network Inference | Apr 13, 2023 | CPUGPU | CodeCode Available | 1 | 5 |
| KGAT: Knowledge Graph Attention Network for Recommendation | May 20, 2019 | Explainable RecommendationGraph Neural Network | CodeCode Available | 1 | 5 |
| DialogueGCN: A Graph Convolutional Neural Network for Emotion Recognition in Conversation | Aug 30, 2019 | Emotion ClassificationEmotion Recognition | CodeCode Available | 1 | 5 |
| Knowledge Graph Reasoning with Relational Digraph | Aug 13, 2021 | Graph Neural Network | CodeCode Available | 1 | 5 |
| Graph Neural Networks in Network Neuroscience | Jun 7, 2021 | Graph Neural Network | CodeCode Available | 1 | 5 |
| Differentiable Graph Module (DGM) for Graph Convolutional Networks | Feb 11, 2020 | Disease PredictionGraph Neural Network | CodeCode Available | 1 | 5 |
| SceneGraphFusion: Incremental 3D Scene Graph Prediction from RGB-D Sequences | Mar 27, 2021 | 3D Object Classification3d scene graph generation | CodeCode Available | 1 | 5 |
| BernNet: Learning Arbitrary Graph Spectral Filters via Bernstein Approximation | Jun 21, 2021 | GPRGraph Neural Network | CodeCode Available | 1 | 5 |
| Ab-Initio Potential Energy Surfaces by Pairing GNNs with Neural Wave Functions | Oct 11, 2021 | Graph Neural NetworkVariational Monte Carlo | CodeCode Available | 1 | 5 |
| Algorithmic Concept-based Explainable Reasoning | Jul 15, 2021 | Graph Neural Network | CodeCode Available | 1 | 5 |
| Graph neural network surrogate for strategic transport planning | Aug 14, 2024 | Graph AttentionGraph Neural Network | CodeCode Available | 1 | 5 |
| Aligning Transformers with Weisfeiler-Leman | Jun 5, 2024 | Graph Neural Network | CodeCode Available | 1 | 5 |
| Learning Reduced-Order Models for Cardiovascular Simulations with Graph Neural Networks | Mar 13, 2023 | Graph Neural Network | CodeCode Available | 1 | 5 |
| Graph Neural Prompting with Large Language Models | Sep 27, 2023 | Graph Neural NetworkKnowledge Graphs | CodeCode Available | 1 | 5 |
| Long-term Spatio-temporal Forecasting via Dynamic Multiple-Graph Attention | Apr 23, 2022 | Graph AttentionGraph Neural Network | CodeCode Available | 1 | 5 |
| Alleviating the Inconsistency Problem of Applying Graph Neural Network to Fraud Detection | May 1, 2020 | Fraud DetectionGraph Neural Network | CodeCode Available | 1 | 5 |
| GraphNorm: A Principled Approach to Accelerating Graph Neural Network Training | Sep 7, 2020 | Graph ClassificationGraph Neural Network | CodeCode Available | 1 | 5 |
| Diffusion probabilistic modeling of protein backbones in 3D for the motif-scaffolding problem | Jun 8, 2022 | Graph Neural Network | CodeCode Available | 1 | 5 |
| Beyond Clicks: Modeling Multi-Relational Item Graph for Session-Based Target Behavior Prediction | Feb 19, 2020 | Graph Neural NetworkPrediction | CodeCode Available | 1 | 5 |
| Graph representation forecasting of patient's medical conditions: towards a digital twin | Sep 17, 2020 | Generative Adversarial NetworkGraph Neural Network | CodeCode Available | 1 | 5 |
| Self-supervised Graph Neural Networks without explicit negative sampling | Mar 27, 2021 | Contrastive LearningData Augmentation | CodeCode Available | 1 | 5 |
| Neural Deepfake Detection with Factual Structure of Text | Oct 15, 2020 | DeepFake DetectionFace Swapping | CodeCode Available | 1 | 5 |
| Semantic Interleaving Global Channel Attention for Multilabel Remote Sensing Image Classification | Aug 4, 2022 | Graph Neural Networkimage-classification | CodeCode Available | 1 | 5 |
| Directed Acyclic Graph Neural Networks | Jan 20, 2021 | Graph Neural NetworkGraph Property Prediction | CodeCode Available | 1 | 5 |
| Scalable deeper graph neural networks for high-performance materials property prediction | Sep 25, 2021 | Band GapGraph Attention | CodeCode Available | 1 | 5 |
