| Advancing Chinese biomedical text mining with community challenges | Mar 7, 2024 | AttributeAttribute Extraction | —Unverified | 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 |
| Graph Construction with Flexible Nodes for Traffic Demand Prediction | Mar 1, 2024 | ClusteringComputational Efficiency | CodeCode Available | 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 |
| 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 |
| EntailE: Introducing Textual Entailment in Commonsense Knowledge Graph Completion | Feb 15, 2024 | graph constructionGraph Embedding | —Unverified | 0 |
| X-LoRA: Mixture of Low-Rank Adapter Experts, a Flexible Framework for Large Language Models with Applications in Protein Mechanics and Molecular Design | Feb 11, 2024 | graph constructionKnowledge Graphs | CodeCode Available | 3 |
| UrbanKGent: A Unified Large Language Model Agent Framework for Urban Knowledge Graph Construction | Feb 10, 2024 | graph constructionKnowledge Graph Completion | CodeCode Available | 2 |
| Graph Neural Networks in EEG-based Emotion Recognition: A Survey | Feb 2, 2024 | EEGEmotion Recognition | —Unverified | 0 |
| Mitigating the Impact of Noisy Edges on Graph-Based Algorithms via Adversarial Robustness Evaluation | Jan 28, 2024 | Adversarial AttackAdversarial Robustness | —Unverified | 0 |
| SGTR+: End-to-end Scene Graph Generation with Transformer | Jan 23, 2024 | graph constructionGraph Generation | CodeCode Available | 2 |
| Enhancing Large Language Models for Clinical Decision Support by Incorporating Clinical Practice Guidelines | Jan 20, 2024 | graph construction | —Unverified | 0 |
| Fast graph-based denoising for point cloud color information | Jan 18, 2024 | Denoisinggraph construction | —Unverified | 0 |
| Optimizing k in kNN Graphs with Graph Learning Perspective | Jan 16, 2024 | Denoisinggraph construction | —Unverified | 0 |
| Graph Representation Learning for Contention and Interference Management in Wireless Networks | Jan 15, 2024 | graph constructionGraph Representation Learning | CodeCode Available | 0 |
| Assisted Knowledge Graph Authoring: Human-Supervised Knowledge Graph Construction from Natural Language | Jan 15, 2024 | graph constructionKnowledge Graphs | CodeCode Available | 0 |
| Hierarchical Source-to-Post-Route QoR Prediction in High-Level Synthesis with GNNs | Jan 14, 2024 | graph constructionHigh-Level Synthesis | CodeCode Available | 1 |
| TechGPT-2.0: A large language model project to solve the task of knowledge graph construction | Jan 9, 2024 | graph constructionLanguage Modeling | CodeCode Available | 2 |
| Dimensional reduction of gradient-like stochastic systems with multiplicative noise via Fokker-Planck diffusion maps | Jan 5, 2024 | graph construction | —Unverified | 0 |
| Dynamic Sub-graph Distillation for Robust Semi-supervised Continual Learning | Dec 27, 2023 | Continual Learninggraph construction | CodeCode Available | 0 |
| Superpixel-based and Spatially-regularized Diffusion Learning for Unsupervised Hyperspectral Image Clustering | Dec 24, 2023 | Clusteringgraph construction | CodeCode Available | 1 |
| Indoor and Outdoor 3D Scene Graph Generation via Language-Enabled Spatial Ontologies | Dec 18, 2023 | 3d scene graph generationgraph construction | —Unverified | 0 |
| HyperPIE: Hyperparameter Information Extraction from Scientific Publications | Dec 17, 2023 | Decision Makinggraph construction | CodeCode Available | 0 |
| Online Semi-Supervised Learning of Composite Event Rules by Combining Structure and Mass-Based Predicate Similarity | Dec 15, 2023 | Activity Recognitionfeature selection | CodeCode Available | 1 |
| MISCA: A Joint Model for Multiple Intent Detection and Slot Filling with Intent-Slot Co-Attention | Dec 10, 2023 | graph constructionIntent Detection | CodeCode Available | 1 |