Knowledge Graphs


Knowledge Graph-Based Explainable and Generalized Zero-Shot Semantic Communications

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Jul 03, 2025
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KERAP: A Knowledge-Enhanced Reasoning Approach for Accurate Zero-shot Diagnosis Prediction Using Multi-agent LLMs

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Jul 03, 2025
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F^2TTA: Free-Form Test-Time Adaptation on Cross-Domain Medical Image Classification via Image-Level Disentangled Prompt Tuning

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Jul 03, 2025
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DIY-MKG: An LLM-Based Polyglot Language Learning System

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Jul 02, 2025
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Scalable Feature Learning on Huge Knowledge Graphs for Downstream Machine Learning

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Jul 01, 2025
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S2FGL: Spatial Spectral Federated Graph Learning

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Jul 03, 2025
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Active Inference AI Systems for Scientific Discovery

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Jun 26, 2025
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Generating Reliable Adverse event Profiles for Health through Automated Integrated Data (GRAPH-AID): A Semi-Automated Ontology Building Approach

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Jun 25, 2025
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KnowML: Improving Generalization of ML-NIDS with Attack Knowledge Graphs

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Jun 24, 2025
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Automatic Prompt Optimization for Knowledge Graph Construction: Insights from an Empirical Study

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Jun 24, 2025
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