| TNNT: The Named Entity Recognition Toolkit | Aug 31, 2021 | graph constructionnamed-entity-recognition | CodeCode Available | 1 |
| Towards Similarity-Aware Time-Series Classification | Jan 5, 2022 | ClassificationDynamic Time Warping | CodeCode Available | 1 |
| GypSum: Learning Hybrid Representations for Code Summarization | Apr 26, 2022 | Code SummarizationDecoder | CodeCode Available | 1 |
| Automated Dilated Spatio-Temporal Synchronous Graph Modeling for Traffic Prediction | Jul 22, 2022 | graph constructionRepresentation Learning | CodeCode Available | 1 |
| Vision HGNN: An Image is More than a Graph of Nodes | Jan 1, 2023 | graph constructionGraph Neural Network | CodeCode Available | 1 |
| Visualizing Large-scale and High-dimensional Data | Feb 1, 2016 | graph constructionVocal Bursts Intensity Prediction | CodeCode Available | 1 |
| A Graph-Based Neural Model for End-to-End Frame Semantic Parsing | Sep 25, 2021 | graph constructionSemantic Parsing | CodeCode Available | 1 |
| Discovering and Explaining the Representation Bottleneck of Graph Neural Networks from Multi-order Interactions | May 15, 2022 | graph constructionGraph Learning | CodeCode Available | 1 |
| FolkScope: Intention Knowledge Graph Construction for E-commerce Commonsense Discovery | Nov 15, 2022 | graph construction | CodeCode Available | 1 |
| Fully-Connected Spatial-Temporal Graph for Multivariate Time-Series Data | Sep 11, 2023 | graph constructionGraph Neural Network | CodeCode Available | 1 |
| Exploiting Edge-Oriented Reasoning for 3D Point-based Scene Graph Analysis | Mar 9, 2021 | 3d scene graph generationgraph construction | CodeCode Available | 1 |
| Dynamic Causal Explanation Based Diffusion-Variational Graph Neural Network for Spatio-temporal Forecasting | May 16, 2023 | graph constructionGraph Neural Network | CodeCode Available | 1 |
| Auto-Encoding Twin-Bottleneck Hashing | Feb 27, 2020 | graph constructionRetrieval | CodeCode Available | 1 |
| ELITE: Embedding-Less retrieval with Iterative Text Exploration | May 17, 2025 | graph constructionRAG | CodeCode Available | 1 |
| Generative Knowledge Graph Construction: A Review | Oct 23, 2022 | graph constructionKnowledge Graphs | CodeCode Available | 1 |
| HDGT: Heterogeneous Driving Graph Transformer for Multi-Agent Trajectory Prediction via Scene Encoding | Apr 30, 2022 | Autonomous Drivinggraph construction | CodeCode Available | 1 |
| Molecular Representation Learning via Heterogeneous Motif Graph Neural Networks | Feb 1, 2022 | graph constructionGraph Neural Network | CodeCode Available | 1 |
| Autoencoder-based Graph Construction for Semi-supervised Learning | Aug 1, 2020 | graph constructionMatrix Completion | —Unverified | 0 |
| Contrastive Triple Extraction with Generative Transformer | Sep 14, 2020 | Decodergraph construction | —Unverified | 0 |
| A Unified Framework for Fair Spectral Clustering With Effective Graph Learning | Nov 23, 2023 | ClusteringFairness | —Unverified | 0 |
| A Graph Fusion Approach to Cross-Lingual Machine Reading Comprehension | Nov 16, 2021 | graph constructionMachine Reading Comprehension | —Unverified | 0 |
| Attention-Based Graph Neural Network with Global Context Awareness for Document Understanding | Oct 1, 2020 | document understandinggraph construction | —Unverified | 0 |
| Construction of the Literature Graph in Semantic Scholar | May 6, 2018 | Entity Extraction using GANgraph construction | —Unverified | 0 |
| Construction of a Syntactic Analysis Map for Yi Shui School through Text Mining and Natural Language Processing Research | Feb 16, 2024 | graph constructionInformation Retrieval | —Unverified | 0 |
| CORE-KG: An LLM-Driven Knowledge Graph Construction Framework for Human Smuggling Networks | Jun 20, 2025 | coreference-resolutionCoreference Resolution | —Unverified | 0 |
| Coronavirus Knowledge Graph: A Case Study | Jul 4, 2020 | Articlesgraph construction | —Unverified | 0 |
| A Graph Fusion Approach for Cross-Lingual Machine Reading Comprehension | Jan 16, 2022 | graph constructionMachine Reading Comprehension | —Unverified | 0 |
| Adaptive Hypergraph Convolutional Network for No-Reference 360-degree Image Quality Assessment | May 19, 2021 | graph constructionImage Quality Assessment | —Unverified | 0 |
| Leveraging GNSS and Onboard Visual Data from Consumer Vehicles for Robust Road Network Estimation | Aug 3, 2024 | Autonomous Vehiclesgraph construction | —Unverified | 0 |
| Construction de Graphes de Connaissance à partir de textes avec une I.A. centrée-utilisateur (Knowledge Graph Construction from Texts with an User-Centric A) | Jun 1, 2022 | graph construction | —Unverified | 0 |
| Constructing a Non-Negative Low Rank and Sparse Graph with Data-Adaptive Features | Sep 3, 2014 | graph construction | —Unverified | 0 |
| AttacKG+:Boosting Attack Knowledge Graph Construction with Large Language Models | May 8, 2024 | graph constructionIn-Context Learning | —Unverified | 0 |
| Constructing a Knowledge Graph for Vietnamese Legal Cases with Heterogeneous Graphs | Sep 16, 2023 | graph construction | —Unverified | 0 |
| ConstGCN: Constrained Transmission-based Graph Convolutional Networks for Document-level Relation Extraction | Oct 8, 2022 | Document-level Relation Extractiongraph construction | —Unverified | 0 |
| A Theoretical Framework for Graph-based Digital Twins for Supply Chain Management and Optimization | Mar 23, 2025 | Data Integrationgraph construction | —Unverified | 0 |
| A Systematic Approach for Cross-source Point Cloud Registration by Preserving Macro and Micro Structures | Aug 18, 2016 | graph constructionGraph Matching | —Unverified | 0 |
| A Graph-based Verification Framework for Fact-Checking | Mar 10, 2025 | Fact Checkinggraph construction | —Unverified | 0 |
| Connecting the Dots: Identifying Network Structure via Graph Signal Processing | Oct 31, 2018 | Causal Inferencegraph construction | —Unverified | 0 |
| Configurable calorimeter simulation for AI applications | Mar 3, 2023 | Clusteringgraph construction | —Unverified | 0 |
| A Few-Shot Learning Focused Survey on Recent Named Entity Recognition and Relation Classification Methods | Oct 29, 2023 | ClassificationFew-Shot Learning | —Unverified | 0 |
| Adaptive Collaborative Sot Label Learning for Unsupervised Multi-view Feature Selection | Jul 13, 2018 | feature selectiongraph construction | —Unverified | 0 |
| Edge-Aware Regional Message Passing Controller for Image Forgery Localization | Jan 1, 2023 | Binarizationgraph construction | —Unverified | 0 |
| Dynamic Power Flow Analysis and Fault Characteristics: A Graph Attention Neural Network | Mar 19, 2025 | Computational EfficiencyFault Diagnosis | —Unverified | 0 |
| A Survey on Graph-Based Deep Learning for Computational Histopathology | Jul 1, 2021 | Deep Learninggraph construction | —Unverified | 0 |
| Dynamic Neuro-Symbolic Knowledge Graph Construction for Zero-shot Commonsense Question Answering | Nov 10, 2019 | graph constructionKnowledge Graphs | —Unverified | 0 |
| Dynamic Spatiotemporal Graph Neural Network with Tensor Network | Mar 12, 2020 | graph constructionGraph Neural Network | —Unverified | 0 |
| Cobwebs from the Past and Present: Extracting Large Social Networks using Internet Archive Data | Jan 12, 2017 | graph construction | —Unverified | 0 |
| ClusterViG: Efficient Globally Aware Vision GNNs via Image Partitioning | Jan 18, 2025 | graph constructionimage-classification | —Unverified | 0 |
| A Graph-Based Method for Unsupervised Knowledge Discovery from Financial Texts | Jun 1, 2022 | graph constructionRelation Extraction | —Unverified | 0 |
| Clustering with Similarity Preserving | May 21, 2019 | Clusteringgraph construction | —Unverified | 0 |