| World of Forms: Deformable Geometric Templates for One-Shot Surface Meshing in Coronary CT Angiography | Sep 18, 2024 | Graph Neural NetworkImage Segmentation | —Unverified | 0 |
| Can Graph Reordering Speed Up Graph Neural Network Training? An Experimental Study | Sep 17, 2024 | CPUGPU | CodeCode Available | 0 |
| Recurrent Graph Transformer Network for Multiple Fault Localization in Naval Shipboard Systems | Sep 16, 2024 | Diagnosticenergy management | —Unverified | 0 |
| Generalizability of Graph Neural Network Force Fields for Predicting Solid-State Properties | Sep 16, 2024 | Graph Neural Network | —Unverified | 0 |
| Predicting building types and functions at transnational scale | Sep 15, 2024 | Graph Neural Network | —Unverified | 0 |
| Improved Physics-Informed Neural Network based AC Power Flow for Distribution Networks | Sep 14, 2024 | Graph Neural Network | —Unverified | 0 |
| Operational Wind Speed Forecasts for Chile's Electric Power Sector Using a Hybrid ML Model | Sep 14, 2024 | Graph Neural Network | —Unverified | 0 |
| ATFLRec: A Multimodal Recommender System with Audio-Text Fusion and Low-Rank Adaptation via Instruction-Tuned Large Language Model | Sep 13, 2024 | Graph Neural NetworkLanguage Modeling | —Unverified | 0 |
| Learning incomplete factorization preconditioners for GMRES | Sep 12, 2024 | Graph Neural Networksubspace methods | CodeCode Available | 1 |
| Mesh-based Super-Resolution of Fluid Flows with Multiscale Graph Neural Networks | Sep 12, 2024 | Graph Neural NetworkSuper-Resolution | —Unverified | 0 |
| Tera-SpaceCom: GNN-based Deep Reinforcement Learning for Joint Resource Allocation and Task Offloading in TeraHertz Band Space Networks | Sep 12, 2024 | Deep Reinforcement LearningEdge-computing | —Unverified | 0 |
| GRE^2-MDCL: Graph Representation Embedding Enhanced via Multidimensional Contrastive Learning | Sep 12, 2024 | Community DetectionContrastive Learning | —Unverified | 0 |
| Gaussian Garments: Reconstructing Simulation-Ready Clothing with Photorealistic Appearance from Multi-View Video | Sep 12, 2024 | Graph Neural Network | —Unverified | 0 |
| CliquePH: Higher-Order Information for Graph Neural Networks through Persistent Homology on Clique Graphs | Sep 12, 2024 | Graph ClassificationGraph Learning | CodeCode Available | 0 |
| Information Extraction from Visually Rich Documents Using Directed Weighted Graph Neural Network | Sep 11, 2024 | Document Layout Analysisdocument understanding | CodeCode Available | 0 |
| Leveraging User-Generated Reviews for Recommender Systems with Dynamic Headers | Sep 11, 2024 | Graph Neural NetworkRecommendation Systems | —Unverified | 0 |
| Demo: SGCode: A Flexible Prompt-Optimizing System for Secure Generation of Code | Sep 11, 2024 | Code GenerationGraph Neural Network | —Unverified | 0 |
| D3-GNN: Dynamic Distributed Dataflow for Streaming Graph Neural Networks | Sep 10, 2024 | Graph Neural Network | —Unverified | 0 |
| Seg-HGNN: Unsupervised and Light-Weight Image Segmentation with Hyperbolic Graph Neural Networks | Sep 10, 2024 | Graph Neural NetworkImage Segmentation | —Unverified | 0 |
| Generative Hierarchical Materials Search | Sep 10, 2024 | Formation EnergyGraph Neural Network | —Unverified | 0 |
| Learn2Aggregate: Supervised Generation of Chvátal-Gomory Cuts Using Graph Neural Networks | Sep 10, 2024 | Feature EngineeringGraph Neural Network | —Unverified | 0 |
| Enhancing Graph Contrastive Learning with Reliable and Informative Augmentation for Recommendation | Sep 9, 2024 | Collaborative FilteringContrastive Learning | CodeCode Available | 0 |
| Celcomen: spatial causal disentanglement for single-cell and tissue perturbation modeling | Sep 9, 2024 | counterfactualDisentanglement | CodeCode Available | 1 |
| Stress Predictions in Polycrystal Plasticity using Graph Neural Networks with Subgraph Training | Sep 8, 2024 | Deep LearningGraph Neural Network | CodeCode Available | 0 |
| Up-sampling-only and Adaptive Mesh-based GNN for Simulating Physical Systems | Sep 7, 2024 | Graph Neural Network | —Unverified | 0 |
