| Talos: A More Effective and Efficient Adversarial Defense for GNN Models Based on the Global Homophily of Graphs | Jun 6, 2024 | Adversarial DefenseGraph Neural Network | —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 |
| Exploiting Heterogeneous Graph Neural Networks with Latent Worker/Task Correlation Information for Label Aggregation in Crowdsourcing | Oct 25, 2020 | Graph Neural Network | —Unverified | 0 |
| GraphSCENE: On-Demand Critical Scenario Generation for Autonomous Vehicles in Simulation | Oct 17, 2024 | Autonomous VehiclesGraph Neural Network | —Unverified | 0 |