| LOKE: Linked Open Knowledge Extraction for Automated Knowledge Graph Construction | Nov 15, 2023 | Entity Linkinggraph construction | —Unverified | 0 | 0 |
| Low-rank Kernel Learning for Graph-based Clustering | Mar 14, 2019 | Clusteringgraph construction | —Unverified | 0 | 0 |
| Benchmarking Graph Neural Networks for Document Layout Analysis in Public Affairs | May 12, 2025 | BenchmarkingDocument Layout Analysis | —Unverified | 0 | 0 |
| Low-Resource Fast Text Classification Based on Intra-Class and Inter-Class Distance Calculation | Dec 13, 2024 | Classificationgraph construction | —Unverified | 0 | 0 |
| Subspace Structure-Aware Spectral Clustering for Robust Subspace Clustering | Oct 1, 2019 | ClusteringGraph Clustering | —Unverified | 0 | 0 |
| Machine-Assisted Map Editing | Jun 17, 2019 | graph construction | —Unverified | 0 | 0 |
| A Graph-based Verification Framework for Fact-Checking | Mar 10, 2025 | Fact Checkinggraph construction | —Unverified | 0 | 0 |
| MAGNet: A Multi-Scale Attention-Guided Graph Fusion Network for DRC Violation Detection | Jun 8, 2025 | graph constructionGraph Neural Network | —Unverified | 0 | 0 |
| Making Large Language Models Better Knowledge Miners for Online Marketing with Progressive Prompting Augmentation | Dec 8, 2023 | graph constructionLanguage Modelling | —Unverified | 0 | 0 |
| Markov Chain-Guided Graph Construction and Sampling Depth Optimization for EEG-Based Mental Disorder Detection | Sep 18, 2023 | EEGgraph construction | —Unverified | 0 | 0 |
| Behavioral graph fraud detection in E-commerce | Oct 13, 2022 | Fraud DetectionGPU | —Unverified | 0 | 0 |
| Superpixel-Based Tracking-By-Segmentation Using Markov Chains | Jul 1, 2017 | graph constructionSegmentation | —Unverified | 0 | 0 |
| TabularNet: A Neural Network Architecture for Understanding Semantic Structures of Tabular Data | Jun 6, 2021 | graph construction | —Unverified | 0 | 0 |
| Bacteria Biotope Relation Extraction via Lexical Chains and Dependency Graphs | Nov 1, 2019 | graph constructionRelation | —Unverified | 0 | 0 |
| Backpropagation with Callbacks: Foundations for Efficient and Expressive Differentiable Programming | Dec 1, 2018 | Code Generationgraph construction | —Unverified | 0 | 0 |
| Knowledge Graph Construction in Power Distribution Networks | Nov 15, 2023 | Entity Linkinggraph construction | —Unverified | 0 | 0 |
| Method of Tibetan Person Knowledge Extraction | Apr 11, 2016 | graph constructionInformation Retrieval | —Unverified | 0 | 0 |
| AutoRD: An Automatic and End-to-End System for Rare Disease Knowledge Graph Construction Based on Ontologies-enhanced Large Language Models | Mar 1, 2024 | graph constructionKnowledge Graphs | —Unverified | 0 | 0 |
| Automatic Knowledge Graph Construction for Judicial Cases | Apr 15, 2024 | graph constructionKnowledge Graphs | —Unverified | 0 | 0 |
| A Graph-Based Method for Unsupervised Knowledge Discovery from Financial Texts | Jun 1, 2022 | graph constructionRelation Extraction | —Unverified | 0 | 0 |
| Techniques for Vocabulary Expansion in Hybrid Speech Recognition Systems | Mar 19, 2020 | graph constructionspeech-recognition | —Unverified | 0 | 0 |
| Model Editing with Graph-Based External Memory | May 23, 2025 | graph constructionmodel | —Unverified | 0 | 0 |
| Modeling and design of heterogeneous hierarchical bioinspired spider web structures using generative deep learning and additive manufacturing | Apr 11, 2023 | graph construction | —Unverified | 0 | 0 |
| Automated Coronary Arteries Labeling Via Geometric Deep Learning | Dec 1, 2022 | Deep Learninggraph construction | —Unverified | 0 | 0 |
| Monash-Summ@LongSumm 20 SciSummPip: An Unsupervised Scientific Paper Summarization Pipeline | Nov 1, 2020 | Graph Clusteringgraph construction | —Unverified | 0 | 0 |
| Text classification optimization algorithm based on graph neural network | Aug 9, 2024 | Classificationgraph construction | —Unverified | 0 | 0 |
| A Dynamic Graph CNN with Cross-Representation Distillation for Event-Based Recognition | Feb 8, 2023 | graph constructionTransfer Learning | —Unverified | 0 | 0 |
| AutoG: Towards automatic graph construction from tabular data | Jan 25, 2025 | graph construction | —Unverified | 0 | 0 |
| MRC-based Medical NER with Multi-task Learning and Multi-strategies | Oct 1, 2022 | Boundary DetectionDecoder | —Unverified | 0 | 0 |
| Multi-hop Inference for Sentence-level TextGraphs: How Challenging is Meaningfully Combining Information for Science Question Answering? | May 29, 2018 | graph constructionKnowledge Graphs | —Unverified | 0 | 0 |
| Autoencoder-based Graph Construction for Semi-supervised Learning | Aug 1, 2020 | graph constructionMatrix Completion | —Unverified | 0 | 0 |
| Multi-Level Graph Convolutional Network with Automatic Graph Learning for Hyperspectral Image Classification | Sep 19, 2020 | General Classificationgraph construction | —Unverified | 0 | 0 |
| A Unified Framework for Fair Spectral Clustering With Effective Graph Learning | Nov 23, 2023 | ClusteringFairness | —Unverified | 0 | 0 |
| The Minimum Spanning Tree of Maximum Entropy | May 23, 2015 | graph constructionGraph Matching | —Unverified | 0 | 0 |
| Multi-Modal Knowledge Graph Construction and Application: A Survey | Feb 11, 2022 | graph constructionKnowledge Graphs | —Unverified | 0 | 0 |
| Multi-modal Protein Knowledge Graph Construction and Applications | May 27, 2022 | graph construction | —Unverified | 0 | 0 |
| Multimodal Representation Learning using Adaptive Graph Construction | Oct 8, 2024 | Contrastive Learninggraph construction | —Unverified | 0 | 0 |
| Multiple Graph Learning for Scalable Multi-view Clustering | Jun 29, 2021 | Clusteringgraph construction | —Unverified | 0 | 0 |
| A Comprehensive Survey on Automatic Knowledge Graph Construction | Feb 10, 2023 | graph constructionKnowledge Graph Completion | —Unverified | 0 | 0 |
| Multiscale Graph Construction Using Non-local Cluster Features | Nov 13, 2024 | ClusteringGraph Clustering | —Unverified | 0 | 0 |
| Attention-Based Graph Neural Network with Global Context Awareness for Document Understanding | Oct 1, 2020 | document understandinggraph construction | —Unverified | 0 | 0 |
| Multi-source Education Knowledge Graph Construction and Fusion for College Curricula | May 8, 2023 | graph constructionKnowledge Graphs | —Unverified | 0 | 0 |
| NGTM: Substructure-based Neural Graph Topic Model for Interpretable Graph Generation | Jul 17, 2025 | graph constructionGraph Generation | —Unverified | 0 | 0 |
| NLP-AKG: Few-Shot Construction of NLP Academic Knowledge Graph Based on LLM | Feb 20, 2025 | graph constructionQuestion Answering | —Unverified | 0 | 0 |
| Advancing Chinese biomedical text mining with community challenges | Mar 7, 2024 | AttributeAttribute Extraction | —Unverified | 0 | 0 |
| Node Embeddings for Graph Merging: Case of Knowledge Graph Construction | Nov 1, 2019 | graph constructionKnowledge Graphs | —Unverified | 0 | 0 |
| Non-iterative Label Propagation in Optimal Leading Forest | Sep 25, 2017 | graph constructionRelation | —Unverified | 0 | 0 |
| Accurate and Fast Retrieval for Complex Non-metric Data via Neighborhood Graphs | Oct 8, 2019 | graph constructionRetrieval | —Unverified | 0 | 0 |
| Title2Event: Benchmarking Open Event Extraction with a Large-scale Chinese Title Dataset | Nov 2, 2022 | BenchmarkingEvent Extraction | —Unverified | 0 | 0 |
| Novel projection schemes for graph-based Light Field coding | Jun 9, 2022 | Decodergraph construction | —Unverified | 0 | 0 |