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| Angle Based Feature Learning in GNN for 3D Object Detection using Point Cloud | Aug 2, 2021 | 3D Object DetectionGraph Neural Network | —Unverified | 0 |
| Fair Graph Neural Network with Supervised Contrastive Regularization | Apr 9, 2024 | counterfactualFairness | —Unverified | 0 |
| Chainlet Orbits: Topological Address Embedding for the Bitcoin Blockchain | May 18, 2023 | Graph Neural NetworkNode Classification | —Unverified | 0 |
| Adversarial Active Learning based Heterogeneous Graph Neural Network for Fake News Detection | Jan 27, 2021 | Active LearningArticles | —Unverified | 0 |
| Joint Beamforming and Integer User Association using a GNN with Gumbel-Softmax Reparameterizations | Jun 5, 2025 | Graph Neural Network | —Unverified | 0 |
| CGNN: Traffic Classification with Graph Neural Network | Oct 19, 2021 | ClassificationGraph Neural Network | —Unverified | 0 |
| CF-GO-Net: A Universal Distribution Learner via Characteristic Function Networks with Graph Optimizers | Sep 19, 2024 | Graph Neural Network | —Unverified | 0 |
| An Extendible, Graph-Neural-Network-Based Approach for Accurate Force Field Development of Large Flexible Organic Molecules | Jun 2, 2021 | Graph Neural Network | —Unverified | 0 |
| Parkinson's Disease Detection from Resting State EEG using Multi-Head Graph Structure Learning with Gradient Weighted Graph Attention Explanations | Aug 1, 2024 | Contrastive LearningEEG | —Unverified | 0 |
| FairEGM: Fair Link Prediction and Recommendation via Emulated Graph Modification | Jan 27, 2022 | FairnessGraph Neural Network | —Unverified | 0 |
| GraphSCENE: On-Demand Critical Scenario Generation for Autonomous Vehicles in Simulation | Oct 17, 2024 | Autonomous VehiclesGraph Neural Network | —Unverified | 0 |
| An Exploratory Study of Stock Price Movements from Earnings Calls | Jan 31, 2022 | Graph Neural Network | —Unverified | 0 |
| Factor Graph Neural Networks | Aug 2, 2023 | Graph Neural NetworkRepresentation Learning | —Unverified | 0 |
| An Exploitation of Heterogeneous Graph Neural Network for Extractive Long Document Summarization | Jan 16, 2022 | Document SummarizationExtractive Document Summarization | —Unverified | 0 |
| CensNet: Convolution with Edge-Node Switching in Graph Neural Networks | Aug 10, 2019 | Graph ClassificationGraph Embedding | —Unverified | 0 |
| Advancing Molecular Machine Learning Representations with Stereoelectronics-Infused Molecular Graphs | Aug 8, 2024 | Graph Neural NetworkMolecular Property Prediction | —Unverified | 0 |
| FAIR AI Models in High Energy Physics | Dec 9, 2022 | Graph Neural Networkscientific discovery | —Unverified | 0 |
| An Experimental Comparison of Partitioning Strategies for Distributed Graph Neural Network Training | Aug 29, 2023 | Graph Neural Networkgraph partitioning | —Unverified | 0 |
| Causal Lifting and Link Prediction | Feb 2, 2023 | Graph Neural NetworkKnowledge Base Completion | —Unverified | 0 |
| Causality-based Subject and Task Fingerprints using fMRI Time-series Data | Sep 26, 2024 | Graph Neural NetworkTime Series | —Unverified | 0 |
| Advancing Heatwave Forecasting via Distribution Informed-Graph Neural Networks (DI-GNNs): Integrating Extreme Value Theory with GNNs | Nov 20, 2024 | Feature EngineeringGraph Neural Network | —Unverified | 0 |
| FairGAT: Fairness-aware Graph Attention Networks | Mar 26, 2023 | FairnessGraph Attention | —Unverified | 0 |
| Fairness Through Domain Awareness: Mitigating Popularity Bias For Music Discovery | Aug 28, 2023 | FairnessGraph Neural Network | —Unverified | 0 |
| Fast and Deep Graph Neural Networks | Nov 20, 2019 | Graph Neural Network | —Unverified | 0 |