| Oversquashing in GNNs through the lens of information contraction and graph expansion | Aug 6, 2022 | graph construction | CodeCode Available | 0 | 5 |
| A Comparative Study of Population-Graph Construction Methods and Graph Neural Networks for Brain Age Regression | Sep 26, 2023 | Age EstimationGraph Attention | CodeCode Available | 0 | 5 |
| Multimodal Contextualized Semantic Parsing from Speech | Jun 10, 2024 | Data Integrationgraph construction | CodeCode Available | 0 | 5 |
| Multiple Relations Classification using Imbalanced Predictions Adaptation | Sep 24, 2023 | Classificationgraph construction | CodeCode Available | 0 | 5 |
| Applying BioBERT to Extract Germline Gene-Disease Associations for Building a Knowledge Graph from the Biomedical Literature | Sep 11, 2023 | Articlesgraph construction | CodeCode Available | 0 | 5 |
| MOOSS: Mask-Enhanced Temporal Contrastive Learning for Smooth State Evolution in Visual Reinforcement Learning | Sep 2, 2024 | Contrastive Learninggraph construction | CodeCode Available | 0 | 5 |
| Node-Aligned Graph Convolutional Network for Whole-Slide Image Representation and Classification | Jan 1, 2022 | Clusteringgraph construction | CodeCode Available | 0 | 5 |
| Mitigating the Structural Bias in Graph Adversarial Defenses | Apr 29, 2025 | graph construction | CodeCode Available | 0 | 5 |
| Modality and Negation in Event Extraction | Sep 20, 2021 | Event ExtractionFact Checking | CodeCode Available | 0 | 5 |
| Matching Distance and Geometric Distribution Aided Learning Multiview Point Cloud Registration | May 6, 2025 | graph constructionPoint Cloud Registration | CodeCode Available | 0 | 5 |
| Efficient graph construction for image representation | Feb 16, 2020 | Denoisinggraph construction | CodeCode Available | 0 | 5 |
| MCTS-GEB: Monte Carlo Tree Search is a Good E-graph Builder | Mar 8, 2023 | graph constructionReinforcement Learning (RL) | CodeCode Available | 0 | 5 |
| Two-Stream Adaptive Graph Convolutional Networks for Skeleton-Based Action Recognition | May 20, 2018 | 3D Action RecognitionAction Recognition | CodeCode Available | 0 | 5 |
| Efficient Document Retrieval with G-Retriever | Apr 21, 2025 | graph constructionQuestion Answering | CodeCode Available | 0 | 5 |
| A New Perspective on ADHD Research: Knowledge Graph Construction with LLMs and Network Based Insights | Sep 19, 2024 | Chatbotgraph construction | CodeCode Available | 0 | 5 |
| Learning to Propagate Labels: Transductive Propagation Network for Few-shot Learning | May 25, 2018 | Few-Shot Image ClassificationFew-Shot Learning | CodeCode Available | 0 | 5 |
| DynGL-SDP: Dynamic Graph Learning for Semantic Dependency Parsing | Oct 1, 2022 | Dependency Parsinggraph construction | CodeCode Available | 0 | 5 |
| DyNet: The Dynamic Neural Network Toolkit | Jan 15, 2017 | graph construction | CodeCode Available | 0 | 5 |
| Learning Skeletal Graph Neural Networks for Hard 3D Pose Estimation | Aug 16, 2021 | 3D Human Pose Estimation3D Pose Estimation | CodeCode Available | 0 | 5 |
| Low-shot learning with large-scale diffusion | Jun 7, 2017 | Few-Shot Image Classificationgraph construction | CodeCode Available | 0 | 5 |
| Dynamic Sub-graph Distillation for Robust Semi-supervised Continual Learning | Dec 27, 2023 | Continual Learninggraph construction | CodeCode Available | 0 | 5 |
| Large Scale Product Graph Construction for Recommendation in E-commerce | Oct 12, 2020 | Clusteringgraph construction | CodeCode Available | 0 | 5 |
| Latent Multi-view Semi-Supervised Classification | Sep 9, 2019 | ClassificationGeneral Classification | CodeCode Available | 0 | 5 |
| Anchor Learning with Potential Cluster Constraints for Multi-view Clustering | Dec 21, 2024 | Clusteringgraph construction | CodeCode Available | 0 | 5 |
| Large-Scale Approximate k-NN Graph Construction on GPU | Mar 29, 2021 | GPUgraph construction | CodeCode Available | 0 | 5 |
| LDGCN: An Edge-End Lightweight Dual GCN Based on Single-Channel EEG for Driver Drowsiness Monitoring | Jul 8, 2024 | EEGgraph construction | CodeCode Available | 0 | 5 |
| A Double-Graph Based Framework for Frame Semantic Parsing | Jun 18, 2022 | graph constructionSemantic Parsing | CodeCode Available | 0 | 5 |
| Dynamic Feature Fusion: Combining Global Graph Structures and Local Semantics for Blockchain Fraud Detection | Jan 3, 2025 | Fraud Detectiongraph construction | CodeCode Available | 0 | 5 |
| A Decade of Scholarly Research on Open Knowledge Graphs | Jun 22, 2023 | ArticlesEntity Linking | CodeCode Available | 0 | 5 |
| MA-COIR: Leveraging Semantic Search Index and Generative Models for Ontology-Driven Biomedical Concept Recognition | May 19, 2025 | graph construction | CodeCode Available | 0 | 5 |
| No-Reference Point Cloud Quality Assessment via Graph Convolutional Network | Nov 12, 2024 | graph constructionPoint Cloud Quality Assessment | CodeCode Available | 0 | 5 |
| Improving Skeleton-based Action Recognition with Interactive Object Information | Jan 9, 2025 | Action RecognitionData Augmentation | CodeCode Available | 0 | 5 |
| Inferring Scientific Cross-Document Coreference and Hierarchy with Definition-Augmented Relational Reasoning | Sep 23, 2024 | graph constructionIn-Context Learning | CodeCode Available | 0 | 5 |
| Mono-hydra: Real-time 3D scene graph construction from monocular camera input with IMU | Aug 10, 2023 | Decision MakingGPU | CodeCode Available | 0 | 5 |
| DO-RAG: A Domain-Specific QA Framework Using Knowledge Graph-Enhanced Retrieval-Augmented Generation | May 15, 2025 | graph constructionHallucination | CodeCode Available | 0 | 5 |
| HyperPIE: Hyperparameter Information Extraction from Scientific Publications | Dec 17, 2023 | Decision Makinggraph construction | CodeCode Available | 0 | 5 |
| ICDM 2019 Knowledge Graph Contest: Team UWA | Sep 4, 2019 | graph construction | CodeCode Available | 0 | 5 |
| IPC: A Benchmark Data Set for Learning with Graph-Structured Data | May 15, 2019 | BenchmarkingGraph Classification | CodeCode Available | 0 | 5 |
| Explainable Spatio-Temporal GCNNs for Irregular Multivariate Time Series: Architecture and Application to ICU Patient Data | Nov 1, 2024 | graph constructionTime Series | CodeCode Available | 0 | 5 |
| Hierarchical Superpixel Segmentation via Structural Information Theory | Jan 13, 2025 | graph constructiongraph partitioning | CodeCode Available | 0 | 5 |
| HIEGNet: A Heterogenous Graph Neural Network Including the Immune Environment in Glomeruli Classification | Jun 3, 2025 | graph constructionGraph Neural Network | CodeCode Available | 0 | 5 |
| Hierarchical Transformer Model for Scientific Named Entity Recognition | Mar 28, 2022 | Data Augmentationgraph construction | CodeCode Available | 0 | 5 |
| IPRE: a Dataset for Inter-Personal Relationship Extraction | Jul 30, 2019 | graph construction | CodeCode Available | 0 | 5 |
| Discrete Optimal Graph Clustering | Apr 25, 2019 | ClusteringGraph Clustering | CodeCode Available | 0 | 5 |
| BanglaAutoKG: Automatic Bangla Knowledge Graph Construction with Semantic Neural Graph Filtering | Apr 4, 2024 | graph constructionInformation Retrieval | CodeCode Available | 0 | 5 |
| Heterogeneous Graph Learning for Acoustic Event Classification | Mar 5, 2023 | Classificationgraph construction | CodeCode Available | 0 | 5 |
| Graph Representation Learning for Contention and Interference Management in Wireless Networks | Jan 15, 2024 | graph constructionGraph Representation Learning | CodeCode Available | 0 | 5 |
| Heuristic Heterogeneous Graph Reasoning Networks for Fact Verification | Jun 13, 2023 | Fact Verificationgraph construction | CodeCode Available | 0 | 5 |
| Graph Neural Networks for Jamming Source Localization | Jun 1, 2025 | feature selectiongraph construction | CodeCode Available | 0 | 5 |
| Graph Construction with Flexible Nodes for Traffic Demand Prediction | Mar 1, 2024 | ClusteringComputational Efficiency | CodeCode Available | 0 | 5 |
