| Language Semantic Graph Guided Data-Efficient Learning | Nov 15, 2023 | Data AugmentationGraph Neural Network | CodeCode Available | 0 |
| From Chaos to Clarity: Time Series Anomaly Detection in Astronomical Observations | Mar 15, 2024 | Anomaly DetectionDecoder | CodeCode Available | 0 |
| Floor-Plan-aided Indoor Localization: Zero-Shot Learning Framework, Data Sets, and Prototype | May 22, 2024 | Graph Neural NetworkIndoor Localization | CodeCode Available | 0 |
| Flex-Net: A Graph Neural Network Approach to Resource Management in Flexible Duplex Networks | Jan 20, 2023 | Combinatorial OptimizationGraph Neural Network | CodeCode Available | 0 |
| Planted Dense Subgraphs in Dense Random Graphs Can Be Recovered using Graph-based Machine Learning | Jan 5, 2022 | Graph Neural NetworkPAC learning | CodeCode Available | 0 |
| A Novel Approach for Pill-Prescription Matching with GNN Assistance and Contrastive Learning | Sep 2, 2022 | Contrastive LearningGraph Neural Network | CodeCode Available | 0 |
| FlexER: Flexible Entity Resolution for Multiple Intents | Aug 23, 2022 | Entity ResolutionGraph Neural Network | CodeCode Available | 0 |
| Language Independent Neuro-Symbolic Semantic Parsing for Form Understanding | May 8, 2023 | FormGraph Neural Network | CodeCode Available | 0 |
| FLEE-GNN: A Federated Learning System for Edge-Enhanced Graph Neural Network in Analyzing Geospatial Resilience of Multicommodity Food Flows | Oct 20, 2023 | Federated LearningGraph Neural Network | CodeCode Available | 0 |
| 3D Graph Neural Networks for RGBD Semantic Segmentation | Oct 1, 2017 | Graph Neural NetworkRGBD Semantic Segmentation | CodeCode Available | 0 |
| LASE: Learned Adjacency Spectral Embeddings | Dec 23, 2024 | Graph AttentionGraph Neural Network | CodeCode Available | 0 |
| LatentGNN: Learning Efficient Non-local Relations for Visual Recognition | May 28, 2019 | Graph Neural Network | CodeCode Available | 0 |
| Know Your Neighborhood: General and Zero-Shot Capable Binary Function Search Powered by Call Graphlets | Jun 2, 2024 | Graph Neural NetworkGraph Representation Learning | CodeCode Available | 0 |
| Latent Space Representations of Neural Algorithmic Reasoners | Jul 17, 2023 | Graph Neural NetworkLearning to Execute | CodeCode Available | 0 |
| FIS-ONE: Floor Identification System with One Label for Crowdsourced RF Signals | Jul 12, 2023 | Combinatorial OptimizationGraph Neural Network | CodeCode Available | 0 |
| Template based Graph Neural Network with Optimal Transport Distances | May 31, 2022 | Graph ClassificationGraph Matching | CodeCode Available | 0 |
| TempNodeEmb:Temporal Node Embedding considering temporal edge influence matrix | Aug 16, 2020 | Graph Neural NetworkLink Prediction | CodeCode Available | 0 |
| Fisher-Bures Adversary Graph Convolutional Networks | Mar 11, 2019 | Graph Neural NetworkNode Classification | CodeCode Available | 0 |
| Autoregressive Models for Sequences of Graphs | Mar 18, 2019 | Graph Neural Network | CodeCode Available | 0 |
| Finite Volume Features, Global Geometry Representations, and Residual Training for Deep Learning-based CFD Simulation | Nov 24, 2023 | Graph Neural Network | CodeCode Available | 0 |
| SGAT: Simplicial Graph Attention Network | Jul 24, 2022 | Graph AttentionGraph Learning | CodeCode Available | 0 |
| Finding Hamiltonian cycles with graph neural networks | Jun 10, 2023 | GPUGraph Neural Network | CodeCode Available | 0 |
| Leap: Inductive Link Prediction via Learnable TopologyAugmentation | Mar 5, 2025 | Graph Neural NetworkInductive Bias | CodeCode Available | 0 |
| SGDP: A Stream-Graph Neural Network Based Data Prefetcher | Apr 7, 2023 | Graph Neural Network | CodeCode Available | 0 |
| Few-Shot Learning with Graph Neural Networks | Jan 1, 2018 | Active LearningFew-Shot Learning | CodeCode Available | 0 |
