| Hierarchical Source-to-Post-Route QoR Prediction in High-Level Synthesis with GNNs | Jan 14, 2024 | graph constructionHigh-Level Synthesis | CodeCode Available | 1 | 5 |
| Learning to Extrapolate Knowledge: Transductive Few-shot Out-of-Graph Link Prediction | Jun 11, 2020 | graph constructionKnowledge Graph Completion | CodeCode Available | 1 | 5 |
| A Graph-Based Neural Model for End-to-End Frame Semantic Parsing | Sep 25, 2021 | graph constructionSemantic Parsing | CodeCode Available | 1 | 5 |
| ConvoSumm: Conversation Summarization Benchmark and Improved Abstractive Summarization with Argument Mining | Jun 1, 2021 | Abstractive Text SummarizationArgument Mining | CodeCode Available | 1 | 5 |
| Graphusion: Leveraging Large Language Models for Scientific Knowledge Graph Fusion and Construction in NLP Education | Jul 15, 2024 | graph constructionKnowledge Graphs | CodeCode Available | 1 | 5 |
| Deep Relational Reasoning Graph Network for Arbitrary Shape Text Detection | Mar 17, 2020 | graph constructionOptical Character Recognition (OCR) | CodeCode Available | 1 | 5 |
| An Automatic Graph Construction Framework based on Large Language Models for Recommendation | Dec 24, 2024 | graph constructionQuantization | CodeCode Available | 1 | 5 |
| Exploiting Edge-Oriented Reasoning for 3D Point-based Scene Graph Analysis | Mar 9, 2021 | 3d scene graph generationgraph construction | CodeCode Available | 1 | 5 |
| Graphusion: A RAG Framework for Knowledge Graph Construction with a Global Perspective | Oct 23, 2024 | graph constructionKnowledge Graphs | CodeCode Available | 1 | 5 |
| Goal-directed graph construction using reinforcement learning | Jan 30, 2020 | Decision Makinggraph construction | CodeCode Available | 1 | 5 |
| Fast k-NN Graph Construction by GPU based NN-Descent | Oct 30, 2021 | CPUGPU | CodeCode Available | 1 | 5 |
| FolkScope: Intention Knowledge Graph Construction for E-commerce Commonsense Discovery | Nov 15, 2022 | graph construction | CodeCode Available | 1 | 5 |
| Connectivity Optimized Nested Graph Networks for Crystal Structures | Feb 27, 2023 | graph construction | CodeCode Available | 1 | 5 |
| ABCD: A Graph Framework to Convert Complex Sentences to a Covering Set of Simple Sentences | Jun 22, 2021 | Argument MiningDecoder | CodeCode Available | 1 | 5 |
| Graph-based Active Learning for Semi-supervised Classification of SAR Data | Mar 31, 2022 | Active Learninggraph construction | CodeCode Available | 1 | 5 |
| GKGNet: Group K-Nearest Neighbor based Graph Convolutional Network for Multi-Label Image Recognition | Aug 28, 2023 | graph constructionMulti-Label Classification | CodeCode Available | 1 | 5 |
| Charged particle tracking via edge-classifying interaction networks | Mar 30, 2021 | Edge Classificationgraph construction | CodeCode Available | 1 | 5 |
| A Dataset for Hyper-Relational Extraction and a Cube-Filling Approach | Nov 18, 2022 | graph constructionHyper-Relational Extraction | CodeCode Available | 1 | 5 |
| Context-Aware Sparse Deep Coordination Graphs | Jun 5, 2021 | graph constructionGraph Learning | CodeCode Available | 1 | 5 |
| CAGN-GAT Fusion: A Hybrid Contrastive Attentive Graph Neural Network for Network Intrusion Detection | Mar 2, 2025 | FairnessGraph Attention | CodeCode Available | 1 | 5 |
| Navigating Beyond Instructions: Vision-and-Language Navigation in Obstructed Environments | Jul 31, 2024 | graph constructionNavigate | CodeCode Available | 1 | 5 |
| Automatic Biomedical Term Clustering by Learning Fine-grained Term Representations | Apr 1, 2022 | ClusteringContrastive Learning | CodeCode Available | 1 | 5 |
| Generative Knowledge Graph Construction: A Review | Oct 23, 2022 | graph constructionKnowledge Graphs | CodeCode Available | 1 | 5 |
| GIMS: Image Matching System Based on Adaptive Graph Construction and Graph Neural Network | Dec 24, 2024 | GPUgraph construction | CodeCode Available | 1 | 5 |
| BADet: Boundary-Aware 3D Object Detection from Point Clouds | Apr 21, 2021 | 3D Object Detectiongraph construction | CodeCode Available | 1 | 5 |
