| Cooperative Causal GraphSAGE | May 20, 2025 | Causal InferenceGraph Neural Network | —Unverified | 0 |
| Graph Neural Networks Based Anomalous RSSI Detection | May 19, 2025 | Graph AttentionGraph Neural Network | —Unverified | 0 |
| AdS-GNN -- a Conformally Equivariant Graph Neural Network | May 19, 2025 | Graph Neural Network | —Unverified | 0 |
| GraphFLEx: Structure Learning Framework for Large Expanding Graphs | May 18, 2025 | ClusteringGraph Neural Network | —Unverified | 0 |
| Relational Graph Transformer | May 16, 2025 | Graph Neural Network | CodeCode Available | 2 |
| Learning Repetition-Invariant Representations for Polymer Informatics | May 15, 2025 | Graph Neural NetworkRepresentation Learning | —Unverified | 0 |
| GNN-Suite: a Graph Neural Network Benchmarking Framework for Biomedical Informatics | May 15, 2025 | BenchmarkingGraph Neural Network | CodeCode Available | 0 |
| Next Word Suggestion using Graph Neural Network | May 13, 2025 | Graph Neural NetworkLanguage Modeling | —Unverified | 0 |
| GNN-based Precoder Design and Fine-tuning for Cell-free Massive MIMO with Real-world CSI | May 13, 2025 | Graph Neural NetworkTransfer Learning | —Unverified | 0 |
| WaveGuard: Robust Deepfake Detection and Source Tracing via Dual-Tree Complex Wavelet and Graph Neural Networks | May 13, 2025 | DeepFake DetectionFace Swapping | CodeCode Available | 1 |
| Benchmarking Graph Neural Networks for Document Layout Analysis in Public Affairs | May 12, 2025 | BenchmarkingDocument Layout Analysis | —Unverified | 0 |
| Wireless Link Scheduling with State-Augmented Graph Neural Networks | May 12, 2025 | FairnessGraph Neural Network | CodeCode Available | 0 |
| Representation Learning with Mutual Influence of Modalities for Node Classification in Multi-Modal Heterogeneous Networks | May 12, 2025 | Graph Neural NetworkNode Classification | CodeCode Available | 0 |
| Tagging fully hadronic exotic decays of the vectorlike B quark using a graph neural network | May 12, 2025 | Graph Neural Network | —Unverified | 0 |
| Learning Graph Representation of Agent Diffusers | May 10, 2025 | Graph Neural NetworkImage Generation | CodeCode Available | 0 |
| Reconstructing Brain Causal Dynamics for Subject and Task Fingerprints using fMRI Time-series Data | May 9, 2025 | Graph Neural NetworkTime Series | —Unverified | 0 |
| Learn to Think: Bootstrapping LLM Reasoning Capability Through Graph Learning | May 9, 2025 | Graph LearningGraph Neural Network | CodeCode Available | 0 |
| Domain-Adversarial Anatomical Graph Networks for Cross-User Human Activity Recognition | May 8, 2025 | Activity RecognitionDomain Generalization | —Unverified | 0 |
| Graph Neural Network Aided Deep Reinforcement Learning for Resource Allocation in Dynamic Terahertz UAV Networks | May 8, 2025 | Deep Reinforcement LearningDisaster Response | —Unverified | 0 |
| Physics-Assisted and Topology-Informed Deep Learning for Weather Prediction | May 8, 2025 | Deep LearningGraph Neural Network | CodeCode Available | 1 |
| Spatio-Temporal Graph Neural Network for Urban Spaces: Interpolating Citywide Traffic Volume | May 7, 2025 | Graph Neural Network | CodeCode Available | 0 |
| Piecewise Constant Spectral Graph Neural Network | May 7, 2025 | Graph Neural Network | CodeCode Available | 0 |
| GRAPE: Heterogeneous Graph Representation Learning for Genetic Perturbation with Coding and Non-Coding Biotype | May 6, 2025 | Graph Neural NetworkGraph Representation Learning | —Unverified | 0 |
| GNN-enabled Precoding for Massive MIMO LEO Satellite Communications | May 6, 2025 | Computational EfficiencyGraph Neural Network | —Unverified | 0 |
| STG: Spatiotemporal Graph Neural Network with Fusion and Spatiotemporal Decoupling Learning for Prognostic Prediction of Colorectal Cancer Liver Metastasis | May 6, 2025 | Contrastive Learninggraph construction | —Unverified | 0 |
