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graph construction

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Showing 1–50 of 561 papers

TitleStatusHype
Efficiently Constructing Sparse Navigable Graphs—0
NGTM: Substructure-based Neural Graph Topic Model for Interpretable Graph Generation—0
Irec: A Metacognitive Scaffolding for Self-Regulated Learning through Just-in-Time Insight Recall: A Conceptual Framework and System Prototype—0
Call Me Maybe: Enhancing JavaScript Call Graph Construction using Graph Neural Networks—0
CORE-KG: An LLM-Driven Knowledge Graph Construction Framework for Human Smuggling Networks—0
SemanticST: Spatially Informed Semantic Graph Learning for Clustering, Integration, and Scalable Analysis of Spatial Transcriptomics—0
XGraphRAG: Interactive Visual Analysis for Graph-based Retrieval-Augmented GenerationCode0
MasHost Builds It All: Autonomous Multi-Agent System Directed by Reinforcement Learning—0
MAGNet: A Multi-Scale Attention-Guided Graph Fusion Network for DRC Violation Detection—0
Graph Neural Networks in Modern AI-aided Drug Discovery—0
Zero-Shot Open-Schema Entity Structure Discovery—0
HIEGNet: A Heterogenous Graph Neural Network Including the Immune Environment in Glomeruli ClassificationCode0
Graph Neural Networks for Jamming Source LocalizationCode0
LKD-KGC: Domain-Specific KG Construction via LLM-driven Knowledge Dependency Parsing—0
Optimizing the Interface Between Knowledge Graphs and LLMs for Complex Reasoning—0
Retrieval Augmented Generation based Large Language Models for Causality MiningCode0
AutoSchemaKG: Autonomous Knowledge Graph Construction through Dynamic Schema Induction from Web-Scale CorporaCode4
Point or Line? Using Line-based Representation for Panoptic Symbol Spotting in CAD Drawings—0
Model Editing with Graph-Based External Memory—0
MA-COIR: Leveraging Semantic Search Index and Generative Models for Ontology-Driven Biomedical Concept RecognitionCode0
ELITE: Embedding-Less retrieval with Iterative Text ExplorationCode1
DO-RAG: A Domain-Specific QA Framework Using Knowledge Graph-Enhanced Retrieval-Augmented GenerationCode0
GSPRec: Temporal-Aware Graph Spectral Filtering for Recommendation—0
Benchmarking Graph Neural Networks for Document Layout Analysis in Public Affairs—0
TrumorGPT: Graph-Based Retrieval-Augmented Large Language Model for Fact-Checking—0
STG: Spatiotemporal Graph Neural Network with Fusion and Spatiotemporal Decoupling Learning for Prognostic Prediction of Colorectal Cancer Liver Metastasis—0
Matching Distance and Geometric Distribution Aided Learning Multiview Point Cloud RegistrationCode0
Interpretable graph-based models on multimodal biomedical data integration: A technical review and benchmarking—0
Mitigating the Structural Bias in Graph Adversarial DefensesCode0
Efficient Document Retrieval with G-RetrieverCode0
RAKG:Document-level Retrieval Augmented Knowledge Graph ConstructionCode3
Building Machine Learning Limited Area Models: Kilometer-Scale Weather Forecasting in Realistic SettingsCode0
self-prompting analogical reasoning for uav object detectionCode2
Graph Based Deep Reinforcement Learning Aided by Transformers for Multi-Agent Cooperation—0
ASHiTA: Automatic Scene-grounded HIerarchical Task Analysis—0
Crowdsourcing-Based Knowledge Graph Construction for Drug Side Effects Using Large Language Models with an Application on Semaglutide—0
SCORE: Story Coherence and Retrieval Enhancement for AI Narratives—0
A Retrieval-Augmented Knowledge Mining Method with Deep Thinking LLMs for Biomedical Research and Clinical Support—0
DynaGraph: Interpretable Multi-Label Prediction from EHRs via Dynamic Graph Learning and Contrastive Augmentation—0
A Theoretical Framework for Graph-based Digital Twins for Supply Chain Management and Optimization—0
SLIDE: Sliding Localized Information for Document Extraction—0
Fairness-Driven LLM-based Causal Discovery with Active Learning and Dynamic Scoring—0
Enhancing Steering Estimation with Semantic-Aware GNNs—0
R^2: A LLM Based Novel-to-Screenplay Generation Framework with Causal Plot Graphs—0
Dynamic Power Flow Analysis and Fault Characteristics: A Graph Attention Neural Network—0
GKG-LLM: A Unified Framework for Generalized Knowledge Graph Construction—0
Type Information-Assisted Self-Supervised Knowledge Graph DenoisingCode0
A Graph-based Verification Framework for Fact-Checking—0
SKG-LLM: Developing a Mathematical Model for Stroke Knowledge Graph Construction Using Large Language Models—0
AttackSeqBench: Benchmarking Large Language Models' Understanding of Sequential Patterns in Cyber AttacksCode0
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