| Unsupervised Knowledge Graph Construction and Event-centric Knowledge Infusion for Scientific NLI | Oct 27, 2022 | graph constructionNatural Language Inference | —Unverified | 0 | 0 |
| Irec: A Metacognitive Scaffolding for Self-Regulated Learning through Just-in-Time Insight Recall: A Conceptual Framework and System Prototype | Jun 25, 2025 | graph constructionLarge Language Model | —Unverified | 0 | 0 |
| Iter-AHMCL: Alleviate Hallucination for Large Language Model via Iterative Model-level Contrastive Learning | Oct 16, 2024 | Contrastive Learninggraph construction | —Unverified | 0 | 0 |
| Iterative Zero-Shot LLM Prompting for Knowledge Graph Construction | Jul 3, 2023 | graph constructionGraph Generation | —Unverified | 0 | 0 |
| Joint Embedding Learning of Educational Knowledge Graphs | Nov 20, 2019 | General Knowledgegraph construction | —Unverified | 0 | 0 |
| Jointly Modeling Hierarchical and Horizontal Features for Relational Triple Extraction | Aug 23, 2019 | DecoderEntity Extraction using GAN | —Unverified | 0 | 0 |
| Joint Learning of the Graph and the Data Representation for Graph-Based Semi-Supervised Learning | Dec 1, 2020 | graph construction | —Unverified | 0 | 0 |
| Jointly Extracting Explicit and Implicit Relational Triples with Reasoning Pattern Enhanced Binary Pointer Network | Jun 1, 2021 | graph constructionImplicit Relations | —Unverified | 0 | 0 |
| Boundary-aware Graph Reasoning for Semantic Segmentation | Aug 9, 2021 | graph constructionSegmentation | —Unverified | 0 | 0 |
| KATIE: A System for Key Attributes Identification in Product Knowledge Graph Construction | Jul 18, 2023 | Attributegraph construction | —Unverified | 0 | 0 |
| Keyword-Aware Relative Spatio-Temporal Graph Networks for Video Question Answering | Jul 25, 2023 | graph constructionQuestion Answering | —Unverified | 0 | 0 |
| KG4Diagnosis: A Hierarchical Multi-Agent LLM Framework with Knowledge Graph Enhancement for Medical Diagnosis | Dec 22, 2024 | graph constructionGraph Generation | —Unverified | 0 | 0 |
| KGValidator: A Framework for Automatic Validation of Knowledge Graph Construction | Apr 24, 2024 | Fact Checkinggraph construction | —Unverified | 0 | 0 |
| K-Link: Knowledge-Link Graph from LLMs for Enhanced Representation Learning in Multivariate Time-Series Data | Mar 6, 2024 | General Knowledgegraph construction | —Unverified | 0 | 0 |
| Approximate k-NN Graph Construction: a Generic Online Approach | Apr 9, 2018 | graph constructionInformation Retrieval | —Unverified | 0 | 0 |
| Knowledge-based Refinement of Scientific Publication Knowledge Graphs | Sep 10, 2023 | graph constructionKnowledge Graphs | —Unverified | 0 | 0 |
| Bootstrapping Graph Convolutional Neural Networks for Autism Spectrum Disorder Classification | Apr 24, 2017 | ClassificationGeneral Classification | —Unverified | 0 | 0 |
| Knowledge Graph Construction and Its Application in Automatic Radiology Report Generation from Radiologist's Dictation | Jun 13, 2022 | graph constructionSemantic Similarity | —Unverified | 0 | 0 |
| BitCoin: Bidirectional Tagging and Supervised Contrastive Learning based Joint Relational Triple Extraction Framework | Sep 21, 2023 | Contrastive Learninggraph construction | —Unverified | 0 | 0 |
| Knowledge-Powered Recommendation for an Improved Diet Water Footprint | Mar 26, 2024 | graph constructionKnowledge Graphs | —Unverified | 0 | 0 |
| Biologically-Constrained Graphs for Global Connectomics Reconstruction | Jun 1, 2019 | Electron Microscopy Image Segmentationgraph construction | —Unverified | 0 | 0 |
| Large Language Models for Biomedical Knowledge Graph Construction: Information extraction from EMR notes | Jan 29, 2023 | DecoderDrug Discovery | —Unverified | 0 | 0 |
| STGIN: Spatial-Temporal Graph Interaction Network for Large-scale POI Recommendation | Sep 5, 2023 | graph constructionGraph Sampling | —Unverified | 0 | 0 |
| Large Scale Distributed Semi-Supervised Learning Using Streaming Approximation | Dec 6, 2015 | graph construction | —Unverified | 0 | 0 |
| STG: Spatiotemporal Graph Neural Network with Fusion and Spatiotemporal Decoupling Learning for Prognostic Prediction of Colorectal Cancer Liver Metastasis | May 6, 2025 | Contrastive Learninggraph construction | —Unverified | 0 | 0 |
| Large-Scale Visual Search with Binary Distributed Graph at Alibaba | Feb 9, 2021 | graph construction | —Unverified | 0 | 0 |
| Latent Complete Row Space Recovery for Multi-view Subspace Clustering | Dec 16, 2019 | Clusteringgraph construction | —Unverified | 0 | 0 |
| A Graph Fusion Approach to Cross-Lingual Machine Reading Comprehension | Nov 16, 2021 | graph constructionMachine Reading Comprehension | —Unverified | 0 | 0 |
| LB-SimTSC: An Efficient Similarity-Aware Graph Neural Network for Semi-Supervised Time Series Classification | Jan 12, 2023 | ClassificationDynamic Time Warping | —Unverified | 0 | 0 |
| A Graph Fusion Approach for Cross-Lingual Machine Reading Comprehension | Jan 16, 2022 | graph constructionMachine Reading Comprehension | —Unverified | 0 | 0 |
| LDPC codes: tracking non-stationary channel noise using sequential variational Bayesian estimates | Apr 13, 2022 | graph construction | —Unverified | 0 | 0 |
| Beyond Pixels: Image Provenance Analysis Leveraging Metadata | Jul 9, 2018 | graph constructionImage Forensics | —Unverified | 0 | 0 |
| Learnable Graph-regularization for Matrix Decomposition | Oct 16, 2020 | graph construction | —Unverified | 0 | 0 |
| Learning Color Compatibility in Fashion Outfits | Jul 5, 2020 | graph construction | —Unverified | 0 | 0 |
| InferCode: Self-Supervised Learning of Code Representations by Predicting Subtrees | Dec 13, 2020 | Clone DetectionCode Classification | —Unverified | 0 | 0 |
| Learning manifold to regularize nonnegative matrix factorization | Oct 3, 2014 | feature selectiongraph construction | —Unverified | 0 | 0 |
| Study of Manifold Geometry using Multiscale Non-Negative Kernel Graphs | Oct 31, 2022 | graph constructionregression | —Unverified | 0 | 0 |
| Beyond Isolation: Multi-Agent Synergy for Improving Knowledge Graph Construction | Dec 5, 2023 | Event Extractiongraph construction | —Unverified | 0 | 0 |
| Leveraging GNSS and Onboard Visual Data from Consumer Vehicles for Robust Road Network Estimation | Aug 3, 2024 | Autonomous Vehiclesgraph construction | —Unverified | 0 | 0 |
| Beyond-Accuracy: A Review on Diversity, Serendipity and Fairness in Recommender Systems Based on Graph Neural Networks | Oct 3, 2023 | Collaborative FilteringDiversity | —Unverified | 0 | 0 |
| Leveraging Brain Modularity Prior for Interpretable Representation Learning of fMRI | Jun 24, 2023 | graph constructionGraph Learning | —Unverified | 0 | 0 |
| Leveraging Knowledge Graphs for Orphan Entity Allocation in Resume Processing | Oct 21, 2023 | graph constructionKnowledge Graphs | —Unverified | 0 | 0 |
| LightSAGE: Graph Neural Networks for Large Scale Item Retrieval in Shopee's Advertisement Recommendation | Oct 30, 2023 | Collaborative Filteringgraph construction | —Unverified | 0 | 0 |
| LineConGraphs: Line Conversation Graphs for Effective Emotion Recognition using Graph Neural Networks | Dec 4, 2023 | Emotion RecognitionGraph Attention | —Unverified | 0 | 0 |
| Liver Cancer Knowledge Graph Construction based on dynamic entity replacement and masking strategies RoBERTa-BiLSTM-CRF model | Oct 8, 2024 | Diagnosticgraph construction | —Unverified | 0 | 0 |
| LKD-KGC: Domain-Specific KG Construction via LLM-driven Knowledge Dependency Parsing | May 30, 2025 | Dependency Parsinggraph construction | —Unverified | 0 | 0 |
| RealTCD: Temporal Causal Discovery from Interventional Data with Large Language Model | Apr 23, 2024 | Causal Discoverygraph construction | —Unverified | 0 | 0 |
| BERT-based knowledge extraction method of unstructured domain text | Mar 1, 2021 | graph constructionKnowledge Graphs | —Unverified | 0 | 0 |
| BERT Based Clinical Knowledge Extraction for Biomedical Knowledge Graph Construction and Analysis | Apr 21, 2023 | Clinical Knowledgegraph construction | —Unverified | 0 | 0 |
| LogLG: Weakly Supervised Log Anomaly Detection via Log-Event Graph Construction | Aug 23, 2022 | Anomaly Detectiongraph construction | —Unverified | 0 | 0 |