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Knowledge graphs have received wide attention recently, and have been successfully applied to many domains and downstream tasks. In this book, we aim at providing a novel neuro-symbolic perspective in summarizing recent advances in a variety of knowledge graph reasoning tasks. By bridging the gap between neural networks and symbolic reasoning, this book offers a unique and comprehensive perspective on knowledge graph reasoning.

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Introduction

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  • 发表日期：

    2025年

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  • Kewei Cheng,
  • Yizhou Sun

摘要

Knowledge graphs have received wide attention recently, and have been successfully applied to many domains and downstream tasks. In this book, we aim at providing a novel neuro-symbolic perspective in summarizing recent advances in a variety of knowledge graph reasoning tasks. By bridging the gap between neural networks and symbolic reasoning, this book offers a unique and comprehensive perspective on knowledge graph reasoning.