A Survey on Knowledge Graphs: Representation, Acquisition and Applications

2 February 2020

Philip S. Yu

Papers citing "A Survey on Knowledge Graphs: Representation, Acquisition and Applications"

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Title
Efficient and Scalable Neural Symbolic Search for Knowledge Graph Complex Query Answering Weizhi Fei Zihao Wang Hang Yin Shukai Zhao Wei Zhang Yangqiu Song NAI 31 0 0 13 May 2025
Injecting Knowledge Graphs into Large Language Models Erica Coppolillo 29 0 0 12 May 2025
KERAIA: An Adaptive and Explainable Framework for Dynamic Knowledge Representation and Reasoning Stephen Richard Varey A. D. Stefano Anh Han 68 0 0 07 May 2025
BedreFlyt: Improving Patient Flows through Hospital Wards with Digital Twins Riccardo Sieve Paul Kobialka Laura Slaughter Rudolf Schlatte E. Johnsen S. L. T. Tarifa 21 0 0 07 May 2025
AssertionForge: Enhancing Formal Verification Assertion Generation with Structured Representation of Specifications and RTL Yunsheng Bai Ghaith Bany Hamad Syed Suhaib Haoxing Ren 36 1 0 24 Mar 2025
Towards Physics-Guided Foundation Models Majid Farhadloo Arun Sharma Mingzhou Yang B. Jayaprakash W. Northrop Shashi Shekhar AI4CE 38 0 0 20 Feb 2025
KARMA: Leveraging Multi-Agent LLMs for Automated Knowledge Graph Enrichment Yuxing Lu Jinzhuo Wang 38 1 0 10 Feb 2025
PathE: Leveraging Entity-Agnostic Paths for Parameter-Efficient Knowledge Graph Embeddings Ioannis Reklos Jacopo de Berardinis Elena Simperl Albert Meroño-Peñuela 185 0 0 31 Jan 2025
Bridge: A Unified Framework to Knowledge Graph Completion via Language Models and Knowledge Representation Qiao Qiao Yuepei Li Qing Wang Kang Zhou Qi Li 39 0 0 11 Nov 2024
Towards Graph Foundation Models: Training on Knowledge Graphs Enables Transferability to General Graphs Kai Wang Siqiang Luo Caihua Shan Yifei Shen 32 0 0 16 Oct 2024
Knowledge Graph Embeddings: A Comprehensive Survey on Capturing Relation Properties Guanglin Niu 37 0 0 16 Oct 2024
Enhancing Structured-Data Retrieval with GraphRAG: Soccer Data Case Study Z. Sepasdar Sushant Gautam Cise Midoglu Michael A. Riegler Pål Halvorsen 31 2 0 26 Sep 2024
Enhancing Logical Reasoning in Large Language Models through Graph-based Synthetic Data Jiaming Zhou Abbas Ghaddar Ge Zhang Liheng Ma Yaochen Hu Soumyasundar Pal Mark J. Coates Bin Wang Yingxue Zhang Jianye Hao ReLM LRM 39 4 0 19 Sep 2024
HyPA-RAG: A Hybrid Parameter Adaptive Retrieval-Augmented Generation System for AI Legal and Policy Applications Rishi Kalra Zekun Wu Ayesha Gulley Airlie Hilliard Xin Guan Adriano Soares Koshiyama Philip C. Treleaven RALM AILaw 54 5 0 29 Aug 2024
Graph Representation Learning via Causal Diffusion for Out-of-Distribution Recommendation Chu Zhao Enneng Yang Yuliang Liang Pengxiang Lan Yuting Liu Jianzhe Zhao Guibing Guo Xingwei Wang OOD DiffM CML 53 5 0 01 Aug 2024
ReLiK: Retrieve and LinK, Fast and Accurate Entity Linking and Relation Extraction on an Academic Budget Adam Gould Pere-Lluis Huguet-Cabot S. Dadhania Francesca Toni 74 9 0 31 Jul 2024
QAEA-DR: A Unified Text Augmentation Framework for Dense Retrieval Hongming Tan Shaoxiong Zhan Hai Lin Hai-Tao Zheng Wai Kin Chan RALM 55 1 0 29 Jul 2024
Revisiting, Benchmarking and Understanding Unsupervised Graph Domain Adaptation Meihan Liu Zhen Zhang Jiachen Tang Jiajun Bu Bingsheng He Sheng Zhou 39 3 0 09 Jul 2024
Prompt-Consistency Image Generation (PCIG): A Unified Framework Integrating LLMs, Knowledge Graphs, and Controllable Diffusion Models Yichen Sun Zhixuan Chu Zhan Qin Kui Ren DiffM 37 0 0 24 Jun 2024
Towards Robust Training Datasets for Machine Learning with Ontologies: A Case Study for Emergency Road Vehicle Detection Lynn Vonderhaar Timothy Elvira T. Procko Omar Ochoa 39 0 0 21 Jun 2024
A Survey on Large Language Models from General Purpose to Medical Applications: Datasets, Methodologies, and Evaluations Jinqiang Wang Huansheng Ning Yi Peng Qikai Wei Daniel Tesfai Wenwei Mao Tao Zhu Runhe Huang LM&MA AI4MH ELM 44 5 0 14 Jun 2024
From Latent to Lucid: Transforming Knowledge Graph Embeddings into Interpretable Structures with KGEPrisma Christoph Wehner Chrysa Iliopoulou Ute Schmid Tarek R. Besold 60 0 0 03 Jun 2024
Assessing LLMs Suitability for Knowledge Graph Completion Vasile Ionut Iga G. Silaghi 49 2 0 27 May 2024
Towards Feature Engineering with Human and AI's Knowledge: Understanding Data Science Practitioners' Perceptions in Human&AI-Assisted Feature Engineering Design Qian Zhu Dakuo Wang Shuai Ma April Yi Wang Zixin Chen Udayan Khurana Xiaojuan Ma 50 1 0 23 May 2024
Delayed Bottlenecking: Alleviating Forgetting in Pre-trained Graph Neural Networks Zhe Zhao Pengkun Wang Xu Wang Haibin Wen Xiaolong Xie Zhengyang Zhou Qingfu Zhang Yang Wang AI4CE CLL 20 0 0 23 Apr 2024
A Continual Relation Extraction Approach for Knowledge Graph Completeness Sefika Efeoglu 48 2 0 20 Apr 2024
Progressive Knowledge Graph Completion Jiayi Li Ruilin Luo Jiaqi Sun Jing Xiao Yujiu Yang 30 1 0 15 Apr 2024
KG-CTG: Citation Generation through Knowledge Graph-guided Large Language Models Avinash Anand Mohit Gupta Kritarth Prasad Ujjwal Goel Naman Lal Astha Verma R. Shah 56 7 0 15 Apr 2024
Distilling Reasoning Ability from Large Language Models with Adaptive Thinking Xiao Chen Sihang Zhou K. Liang Xinwang Liu ReLM LRM 37 4 0 14 Apr 2024
Construction and Application of Materials Knowledge Graph in Multidisciplinary Materials Science via Large Language Model Yanpeng Ye Jie Ren Shaozhou Wang Yuwei Wan Imran Razzak B. Hoex Haofen Wang Tong Xie Wenjie Zhang AI4CE 48 1 0 03 Apr 2024
Heterogeneous Contrastive Learning for Foundation Models and Beyond Lecheng Zheng Baoyu Jing Zihao Li Hanghang Tong Jingrui He VLM 38 19 0 30 Mar 2024
Improving deep learning with prior knowledge and cognitive models: A survey on enhancing explainability, adversarial robustness and zero-shot learning F. Mumuni A. Mumuni AAML 37 5 0 11 Mar 2024
A Survey on Temporal Knowledge Graph: Representation Learning and Applications Lianshang Cai Xin Mao Yuhao Zhou Zhaoguang Long Changxu Wu Man Lan 29 12 0 02 Mar 2024
Negative Sampling in Knowledge Graph Representation Learning: A Review Tiroshan Madushanka R. Ichise 52 8 0 29 Feb 2024
VN Network: Embedding Newly Emerging Entities with Virtual Neighbors Yongquan He Zhihan Wang Peng Zhang Zhaopeng Tu Z. Ren 29 20 0 21 Feb 2024
Contextualization Distillation from Large Language Model for Knowledge Graph Completion Dawei Li Zhen Tan Tianlong Chen Huan Liu KELM 25 12 0 28 Jan 2024
The Earth is Flat? Unveiling Factual Errors in Large Language Models Wenxuan Wang Juluan Shi Zhaopeng Tu Youliang Yuan Jen-tse Huang Wenxiang Jiao Michael R. Lyu KELM HILM SyDa 49 1 0 01 Jan 2024
KnowledgeNavigator: Leveraging Large Language Models for Enhanced Reasoning over Knowledge Graph Tiezheng Guo Qingwen Yang Chen Wang Yanyi Liu Pan Li Jiawei Tang Dapeng Li Yingyou Wen RALM LRM 36 22 0 26 Dec 2023
A Survey of Graph Meets Large Language Model: Progress and Future Directions Yuhan Li Zhixun Li Peisong Wang Jia Li Xiangguo Sun Hongtao Cheng Jeffrey Xu Yu 40 56 0 21 Nov 2023
Compositional Fusion of Signals in Data Embedding Zhijin Guo Zhaozhen Xu Martha Lewis N. Cristianini 19 0 0 18 Nov 2023
Random Entity Quantization for Parameter-Efficient Compositional Knowledge Graph Representation Jiaang Li Quan Wang Yi Liu L. Zhang Zhendong Mao 29 0 0 24 Oct 2023
Large Models for Time Series and Spatio-Temporal Data: A Survey and Outlook Ming Jin Qingsong Wen Keli Zhang Chaoli Zhang Siqiao Xue ... Shirui Pan Vincent S. Tseng Yu Zheng Lei Chen Hui Xiong AI4TS SyDa 35 118 0 16 Oct 2023
Navigating Healthcare Insights: A Birds Eye View of Explainability with Knowledge Graphs Satvik Garg Anh Nguyen Somya Garg 29 2 0 28 Sep 2023
Graph Neural Prompting with Large Language Models Yijun Tian Huan Song Zichen Wang Haozhu Wang Ziqing Hu Fang Wang Nitesh V. Chawla Panpan Xu AI4CE 37 44 0 27 Sep 2023
Unsupervised Deep Cross-Language Entity Alignment Chuanyu Jiang Yiming Qian Lijun Chen Yang Gu Xia Xie 35 5 0 19 Sep 2023
Unifying over-smoothing and over-squashing in graph neural networks: A physics informed approach and beyond Zhiqi Shao Dai Shi Andi Han Yi Guo Qianchuan Zhao Junbin Gao 33 11 0 06 Sep 2023
A Survey of Imbalanced Learning on Graphs: Problems, Techniques, and Future Directions Zemin Liu Yuan N. Li Nan-Fang Chen Qian Wang Bryan Hooi Bin He FaML 14 13 0 26 Aug 2023
Exploring Large Language Models for Knowledge Graph Completion Liang Yao Jiazhen Peng Chengsheng Mao Yuan Luo 31 38 0 26 Aug 2023
A Comprehensive Study on Knowledge Graph Embedding over Relational Patterns Based on Rule Learning Long Jin Zhen Yao Mingyang Chen Hua-zeng Chen Wen Zhang 19 3 0 15 Aug 2023
Question Answering with Deep Neural Networks for Semi-Structured Heterogeneous Genealogical Knowledge Graphs Omri Suissa M. Zhitomirsky-Geffet Avshalom Elmalech GNN BDL 34 8 0 30 Jul 2023