| sCAKE: Semantic Connectivity Aware Keyword Extraction | Nov 27, 2018 | graph constructionKeyword Extraction | CodeCode Available | 0 |
| Heuristic Heterogeneous Graph Reasoning Networks for Fact Verification | Jun 13, 2023 | Fact Verificationgraph construction | CodeCode Available | 0 |
| Multimodal Contextualized Semantic Parsing from Speech | Jun 10, 2024 | Data Integrationgraph construction | CodeCode Available | 0 |
| A New Perspective on ADHD Research: Knowledge Graph Construction with LLMs and Network Based Insights | Sep 19, 2024 | Chatbotgraph construction | CodeCode Available | 0 |
| Efficient graph construction for image representation | Feb 16, 2020 | Denoisinggraph construction | CodeCode Available | 0 |
| COMET: Commonsense Transformers for Automatic Knowledge Graph Construction | Jun 12, 2019 | graph constructionKnowledge Base Construction | CodeCode Available | 0 |
| Unified Spectral Clustering with Optimal Graph | Nov 12, 2017 | Clusteringgraph construction | CodeCode Available | 0 |
| Multiple Relations Classification using Imbalanced Predictions Adaptation | Sep 24, 2023 | Classificationgraph construction | CodeCode Available | 0 |
| XGraphRAG: Interactive Visual Analysis for Graph-based Retrieval-Augmented Generation | Jun 10, 2025 | graph constructionLanguage Modeling | CodeCode Available | 0 |
| Heterogeneous Graph Learning for Acoustic Event Classification | Mar 5, 2023 | Classificationgraph construction | CodeCode Available | 0 |
| CollabKG: A Learnable Human-Machine-Cooperative Information Extraction Toolkit for (Event) Knowledge Graph Construction | Jul 3, 2023 | Event Extractiongraph construction | CodeCode Available | 0 |
| U-Phylogeny: Undirected Provenance Graph Construction in the Wild | May 31, 2017 | graph constructionMisinformation | CodeCode Available | 0 |
| Scalable Sequential Spectral Clustering | Feb 12, 2016 | Clusteringgraph construction | CodeCode Available | 0 |
| Node-Aligned Graph Convolutional Network for Whole-Slide Image Representation and Classification | Jan 1, 2022 | Clusteringgraph construction | CodeCode Available | 0 |
| Scalable Spectral Clustering Using Random Binning Features | May 25, 2018 | Clusteringgraph construction | CodeCode Available | 0 |
| Scalable Topological Data Analysis and Visualization for Evaluating Data-Driven Models in Scientific Applications | Jul 19, 2019 | graph constructionTopological Data Analysis | CodeCode Available | 0 |
| Two-Stream Adaptive Graph Convolutional Networks for Skeleton-Based Action Recognition | May 20, 2018 | 3D Action RecognitionAction Recognition | CodeCode Available | 0 |
| No-Reference Point Cloud Quality Assessment via Graph Convolutional Network | Nov 12, 2024 | graph constructionPoint Cloud Quality Assessment | CodeCode Available | 0 |
| The Role of Graph-based MIL and Interventional Training in the Generalization of WSI Classifiers | Jan 31, 2025 | graph constructionMultiple Instance Learning | CodeCode Available | 0 |
| On Analyzing the Role of Image for Visual-enhanced Relation Extraction | Nov 14, 2022 | graph constructionRelation | CodeCode Available | 0 |
| Efficient Document Retrieval with G-Retriever | Apr 21, 2025 | graph constructionQuestion Answering | CodeCode Available | 0 |
| Graph Representation Learning for Contention and Interference Management in Wireless Networks | Jan 15, 2024 | graph constructionGraph Representation Learning | CodeCode Available | 0 |
| DynGL-SDP: Dynamic Graph Learning for Semantic Dependency Parsing | Oct 1, 2022 | Dependency Parsinggraph construction | CodeCode Available | 0 |
| CodeKGC: Code Language Model for Generative Knowledge Graph Construction | Apr 18, 2023 | Code Completiongraph construction | CodeCode Available | 0 |
| On the Merge of k-NN Graph | Aug 2, 2019 | graph constructionInformation Retrieval | CodeCode Available | 0 |
| Graph Neural Networks on Discriminative Graphs of Words | Oct 27, 2024 | Classificationgraph construction | CodeCode Available | 0 |
| The unknown knowns: a graph-based approach for temporal COVID-19 literature mining | Mar 23, 2021 | graph constructionGraph Generation | CodeCode Available | 0 |
| Anchor Learning with Potential Cluster Constraints for Multi-view Clustering | Dec 21, 2024 | Clusteringgraph construction | CodeCode Available | 0 |
| DyNet: The Dynamic Neural Network Toolkit | Jan 15, 2017 | graph construction | CodeCode Available | 0 |
| Self-supervised Graphs for Audio Representation Learning with Limited Labeled Data | Jan 31, 2022 | Emotion RecognitionEvent Detection | CodeCode Available | 0 |
| A Survey of Graph Neural Networks for Recommender Systems: Challenges, Methods, and Directions | Sep 27, 2021 | graph constructionGraph Neural Network | CodeCode Available | 0 |
| Oversquashing in GNNs through the lens of information contraction and graph expansion | Aug 6, 2022 | graph construction | CodeCode Available | 0 |
| BanglaAutoKG: Automatic Bangla Knowledge Graph Construction with Semantic Neural Graph Filtering | Apr 4, 2024 | graph constructionInformation Retrieval | CodeCode Available | 0 |
| A Double-Graph Based Framework for Frame Semantic Parsing | Jun 18, 2022 | graph constructionSemantic Parsing | CodeCode Available | 0 |
| Using Local Knowledge Graph Construction to Scale Seq2Seq Models to Multi-Document Inputs | Oct 18, 2019 | Document Summarizationgraph construction | CodeCode Available | 0 |
| Towards Dynamic Computation Graphs via Sparse Latent Structure | Sep 3, 2018 | graph construction | CodeCode Available | 0 |
| Semi-Supervised Learning With Graph Learning-Convolutional Networks | Jun 1, 2019 | graph constructionGraph Learning | CodeCode Available | 0 |
| Towards Real-Time Temporal Graph Learning | Oct 8, 2022 | graph constructionGraph Learning | CodeCode Available | 0 |
| PCN: A Deep Learning Approach to Jet Tagging Utilizing Novel Graph Construction Methods and Chebyshev Graph Convolutions | Sep 12, 2023 | graph constructionGraph Neural Network | CodeCode Available | 0 |
| Graph Neural Networks for Jamming Source Localization | Jun 1, 2025 | feature selectiongraph construction | CodeCode Available | 0 |
| PHGC: Procedural Heterogeneous Graph Completion for Natural Language Task Verification in Egocentric Videos | Jan 1, 2025 | graph construction | CodeCode Available | 0 |
| Sentiment-Driven Community Detection in a Network of Perfume Preferences | Oct 24, 2024 | Community DetectionGraph Clustering | CodeCode Available | 0 |
| SepsisCalc: Integrating Clinical Calculators into Early Sepsis Prediction via Dynamic Temporal Graph Construction | Dec 31, 2024 | graph constructionPrediction | CodeCode Available | 0 |
| Virtual Knowledge Graph Construction for Zero-Shot Domain-Specific Document Retrieval | Oct 1, 2022 | Domain Adaptationgraph construction | CodeCode Available | 0 |
| Graph Neural Networks: A suitable Alternative to MLPs in Latent 3D Medical Image Classification? | Jul 24, 2024 | Classificationgraph construction | CodeCode Available | 0 |
| Dynamic Sub-graph Distillation for Robust Semi-supervised Continual Learning | Dec 27, 2023 | Continual Learninggraph construction | CodeCode Available | 0 |
| Dynamic Feature Fusion: Combining Global Graph Structures and Local Semantics for Blockchain Fraud Detection | Jan 3, 2025 | Fraud Detectiongraph construction | CodeCode Available | 0 |
| Privacy-Preserving Visual Content Tagging using Graph Transformer Networks | Oct 20, 2020 | graph constructionKnowledge Graphs | CodeCode Available | 0 |
| Privacy-Preserving Visual Content Tagging using Graph Transformer Networks | Oct 20, 2020 | graph constructionKnowledge Graphs | CodeCode Available | 0 |
| AttackSeqBench: Benchmarking Large Language Models' Understanding of Sequential Patterns in Cyber Attacks | Mar 5, 2025 | Benchmarkinggraph construction | CodeCode Available | 0 |