| Knowledge Editing with Dynamic Knowledge Graphs for Multi-Hop Question Answering | Dec 18, 2024 | graph constructionknowledge editing | CodeCode Available | 1 | 5 |
| Fast Approximate Nearest Neighbor Search with a Dynamic Exploration Graph using Continuous Refinement | Jul 19, 2023 | graph construction | CodeCode Available | 1 | 5 |
| Fast k-NN Graph Construction by GPU based NN-Descent | Oct 30, 2021 | CPUGPU | CodeCode Available | 1 | 5 |
| A Cascade Dual-Decoder Model for Joint Entity and Relation Extraction | Jun 27, 2021 | Decodergraph construction | CodeCode Available | 1 | 5 |
| Automatic Biomedical Term Clustering by Learning Fine-grained Term Representations | Apr 1, 2022 | ClusteringContrastive Learning | CodeCode Available | 1 | 5 |
| Outlining and Filling: Hierarchical Query Graph Generation for Answering Complex Questions over Knowledge Graphs | Nov 1, 2021 | graph constructionGraph Generation | CodeCode Available | 1 | 5 |
| On the Role of Conceptualization in Commonsense Knowledge Graph Construction | Mar 6, 2020 | Diversitygraph construction | CodeCode Available | 1 | 5 |
| PDNS-Net: A Large Heterogeneous Graph Benchmark Dataset of Network Resolutions for Graph Learning | Mar 15, 2022 | ClassificationDescriptive | CodeCode Available | 1 | 5 |
| Molformer: Motif-based Transformer on 3D Heterogeneous Molecular Graphs | Oct 4, 2021 | 3D geometrygraph construction | CodeCode Available | 1 | 5 |
| ELITE: Embedding-Less retrieval with Iterative Text Exploration | May 17, 2025 | graph constructionRAG | CodeCode Available | 1 | 5 |
| FolkScope: Intention Knowledge Graph Construction for E-commerce Commonsense Discovery | Nov 15, 2022 | graph construction | CodeCode Available | 1 | 5 |
| Auto-Encoding Twin-Bottleneck Hashing | Feb 27, 2020 | graph constructionRetrieval | CodeCode Available | 1 | 5 |
| Dynamic Semantic Graph Construction and Reasoning for Explainable Multi-hop Science Question Answering | May 25, 2021 | Abstract Meaning RepresentationARC | CodeCode Available | 1 | 5 |
| Connectivity Optimized Nested Graph Networks for Crystal Structures | Feb 27, 2023 | graph construction | CodeCode Available | 1 | 5 |
| EFANNA : An Extremely Fast Approximate Nearest Neighbor Search Algorithm Based on kNN Graph | Sep 23, 2016 | graph construction | CodeCode Available | 1 | 5 |
| PowerGear: Early-Stage Power Estimation in FPGA HLS via Heterogeneous Edge-Centric GNNs | Jan 25, 2022 | graph constructionGraph Learning | CodeCode Available | 1 | 5 |
| Relative NN-Descent: A Fast Index Construction for Graph-Based Approximate Nearest Neighbor Search | Oct 31, 2023 | graph construction | CodeCode Available | 1 | 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 |
| Mono-hydra: Real-time 3D scene graph construction from monocular camera input with IMU | Aug 10, 2023 | Decision MakingGPU | CodeCode Available | 0 | 5 |
| Modality and Negation in Event Extraction | Sep 20, 2021 | Event ExtractionFact Checking | CodeCode Available | 0 | 5 |
| AttackSeqBench: Benchmarking Large Language Models' Understanding of Sequential Patterns in Cyber Attacks | Mar 5, 2025 | Benchmarkinggraph 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 |
| Matching Distance and Geometric Distribution Aided Learning Multiview Point Cloud Registration | May 6, 2025 | graph constructionPoint Cloud Registration | 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 |
| Connecting the Dots: What Graph-Based Text Representations Work Best for Text Classification Using Graph Neural Networks? | May 23, 2023 | graph constructionGraph Mining | 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 |
| 3-D Scene Graph: A Sparse and Semantic Representation of Physical Environments for Intelligent Agents | Aug 14, 2019 | graph construction | CodeCode Available | 0 | 5 |
| Low-shot learning with large-scale diffusion | Jun 7, 2017 | Few-Shot Image Classificationgraph construction | CodeCode Available | 0 | 5 |
| Mitigating the Structural Bias in Graph Adversarial Defenses | Apr 29, 2025 | graph construction | 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 |
| Common-Knowledge Concept Recognition for SEVA | Mar 26, 2020 | Entity Extraction using GANgraph construction | CodeCode Available | 0 | 5 |
| COMET: Commonsense Transformers for Automatic Knowledge Graph Construction | Jun 12, 2019 | graph constructionKnowledge Base Construction | CodeCode Available | 0 | 5 |
| CollabKG: A Learnable Human-Machine-Cooperative Information Extraction Toolkit for (Event) Knowledge Graph Construction | Jul 3, 2023 | Event Extractiongraph construction | CodeCode Available | 0 | 5 |
| CodeKGC: Code Language Model for Generative Knowledge Graph Construction | Apr 18, 2023 | Code Completiongraph 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 |
| Assisted Knowledge Graph Authoring: Human-Supervised Knowledge Graph Construction from Natural Language | Jan 15, 2024 | graph constructionKnowledge Graphs | 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 |
| Latent Multi-view Semi-Supervised Classification | Sep 9, 2019 | ClassificationGeneral Classification | 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 |
| IPRE: a Dataset for Inter-Personal Relationship Extraction | Jul 30, 2019 | graph construction | CodeCode Available | 0 | 5 |
| Large-Scale Approximate k-NN Graph Construction on GPU | Mar 29, 2021 | GPUgraph construction | CodeCode Available | 0 | 5 |
| A Quest for Structure: Jointly Learning the Graph Structure and Semi-Supervised Classification | Sep 26, 2019 | General Classificationgraph construction | 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 |
| sCAKE: Semantic Connectivity Aware Keyword Extraction | Nov 27, 2018 | graph constructionKeyword Extraction | CodeCode Available | 0 | 5 |
| IPC: A Benchmark Data Set for Learning with Graph-Structured Data | May 15, 2019 | BenchmarkingGraph Classification | CodeCode Available | 0 | 5 |
| Large Scale Product Graph Construction for Recommendation in E-commerce | Oct 12, 2020 | Clusteringgraph 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 |
| 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 |
