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graph construction

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Showing 51–100 of 561 papers

TitleStatusHype
Deal: Distributed End-to-End GNN Inference for All Nodes—0
CAGN-GAT Fusion: A Hybrid Contrastive Attentive Graph Neural Network for Network Intrusion DetectionCode1
Scalable Graph Attention-based Instance Selection via Mini-Batch Sampling and Hierarchical Hashing—0
PCE-GAN: A Generative Adversarial Network for Point Cloud Attribute Quality Enhancement based on Optimal Transport—0
Few-shot Continual Relation Extraction via Open Information Extraction—0
NLP-AKG: Few-Shot Construction of NLP Academic Knowledge Graph Based on LLM—0
Explore-Construct-Filter: An Automated Framework for Rich and Reliable API Knowledge Graph Construction—0
Agentic Deep Graph Reasoning Yields Self-Organizing Knowledge NetworksCode3
RAS: Retrieval-And-Structuring for Knowledge-Intensive LLM GenerationCode2
The Role of Graph-based MIL and Interventional Training in the Generalization of WSI ClassifiersCode0
AutoG: Towards automatic graph construction from tabular data—0
A Comprehensive Survey on Spectral Clustering with Graph Structure Learning—0
ClusterViG: Efficient Globally Aware Vision GNNs via Image Partitioning—0
UFGraphFR: An attempt at a federated recommendation system based on user text characteristicsCode0
E2ESlack: An End-to-End Graph-Based Framework for Pre-Routing Slack Prediction—0
Hierarchical Superpixel Segmentation via Structural Information TheoryCode0
Improving Skeleton-based Action Recognition with Interactive Object InformationCode0
DarkFarseer: Inductive Spatio-temporal Kriging via Hidden Style Enhancement and Sparsity-Noise Mitigation—0
Dynamic Feature Fusion: Combining Global Graph Structures and Local Semantics for Blockchain Fraud DetectionCode0
PHGC: Procedural Heterogeneous Graph Completion for Natural Language Task Verification in Egocentric VideosCode0
DVHGNN: Multi-Scale Dilated Vision HGNN for Efficient Vision Recognition—0
SepsisCalc: Integrating Clinical Calculators into Early Sepsis Prediction via Dynamic Temporal Graph ConstructionCode0
Ontology-grounded Automatic Knowledge Graph Construction by LLM under Wikidata schema—0
GAIS: A Novel Approach to Instance Selection with Graph Attention Networks—0
A Rhetorical Relations-Based Framework for Tailored Multimedia Document Summarization—0
GIMS: Image Matching System Based on Adaptive Graph Construction and Graph Neural NetworkCode1
An Automatic Graph Construction Framework based on Large Language Models for RecommendationCode1
KG4Diagnosis: A Hierarchical Multi-Agent LLM Framework with Knowledge Graph Enhancement for Medical Diagnosis—0
Anchor Learning with Potential Cluster Constraints for Multi-view ClusteringCode0
A Protocol for KG Construction Tasks Involving Users—0
SocialED: A Python Library for Social Event DetectionCode4
Knowledge Editing with Dynamic Knowledge Graphs for Multi-Hop Question AnsweringCode1
MASt3R-SLAM: Real-Time Dense SLAM with 3D Reconstruction PriorsCode7
Intention Knowledge Graph Construction for User Intention Relation Modeling—0
Low-Resource Fast Text Classification Based on Intra-Class and Inter-Class Distance Calculation—0
Repository-Level Graph Representation Learning for Enhanced Security Patch DetectionCode1
MERGE: Multi-faceted Hierarchical Graph-based GNN for Gene Expression Prediction from Whole Slide Histopathology ImagesCode1
FGATT: A Robust Framework for Wireless Data Imputation Using Fuzzy Graph Attention Networks and Transformer Encoders—0
Intelligent Spark Agents: A Modular LangGraph Framework for Scalable, Visualized, and Enhanced Big Data Machine Learning Workflows—0
Can LLMs be Good Graph Judge for Knowledge Graph Construction?Code1
Point Cloud Denoising With Fine-Granularity Dynamic Graph Convolutional Networks—0
Unbiased Scene Graph Generation by Type-Aware Message Passing on Heterogeneous and Dual Graphs—0
ForPKG: A Framework for Constructing Forestry Policy Knowledge Graph and Application AnalysisCode0
HistoLens: An LLM-Powered Framework for Multi-Layered Analysis of Historical Texts -- A Case Application of Yantie Lun—0
Multiscale Graph Construction Using Non-local Cluster Features—0
GaussianCut: Interactive segmentation via graph cut for 3D Gaussian Splatting—0
No-Reference Point Cloud Quality Assessment via Graph Convolutional NetworkCode0
Explainable Spatio-Temporal GCNNs for Irregular Multivariate Time Series: Architecture and Application to ICU Patient DataCode0
Hierarchical Knowledge Graph Construction from Images for Scalable E-Commerce—0
CTINexus: Automatic Cyber Threat Intelligence Knowledge Graph Construction Using Large Language Models—0
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